Competitive intelligence for AI-mediated buying decisions. Where Spectrum Roadmap wins, where it loses, and a prioritized three-layer execution plan — built from 150 buyer queries across ChatGPT + Claude + Gemini + Perplexity.
Spectrum Roadmap's visibility gap is not random — it follows a predictable structural pattern tied to where content exists, how AI systems extract it, and which buying stages the current site covers.
[Mechanism] Three compounding gaps create the pattern. First, the early funnel is undefended: problem identification, solution exploration, and requirements building — the stages where buyers define what they need — have no Spectrum Roadmap content, so AI platforms cannot cite the brand in those 42 queries regardless of crawl quality. Second, the pages that do exist have structural extractability problems: broken heading hierarchies on commercial pages and thin body text on product pages prevent AI systems from segmenting and attributing specific passages, reducing citation frequency even for covered topics.
Third, the brand appears in comparison queries (29.4% visible) but not in the upstream discovery stages where shortlists form, meaning buyers who never encountered Spectrum Roadmap during research are unlikely to add it at the comparison stage.
[Synthesis] L1 fixes must execute before L2 and L3 because the heading hierarchy and content-depth issues on existing pages directly suppress citation rates for the very pages that L2 optimizations will strengthen. Fixing those structural issues first means the L2 and L3 content investments land on pages AI crawlers can fully parse and excerpt, rather than pages that are present but poorly structured for machine extraction.
Where Spectrum Roadmap appears and where it doesn't — across personas, buying jobs, and platforms.
[TL;DR] Spectrum Roadmap is visible in 13% of buyer queries and wins 42% of those. The primary challenge is getting visible in the first place.
Spectrum Roadmap's visibility collapses in the stages that matter most: 0% at problem identification (0/12) and 6.7% at solution exploration (1/15), compared to 29.4% at Comparison (10/34). Fix the early funnel and the strong conversion rate already present at later stages will compound.
| Dimension | Combined |
|---|---|
| All Queries | 12.6% |
| By Persona | |
| Chief People Officer / VP of People | 23.3% |
| DEI & Belonging Lead | 10% |
| Engineering / Team Hiring Manager | 8.3% |
| Director of People Operations / HR Director | 10.5% |
| Talent Acquisition / Recruiting Manager | 10.7% |
| By Buying Job | |
| Artifact Creation | 0% |
| Comparison | 29.4% |
| Consensus Creation | 41.7% |
| Problem Identification | 0% |
| Requirements Building | 13.3% |
| Shortlisting | 3.9% |
| Solution Exploration | 6.7% |
| Validation | 0% |
[Data] Overall visibility: 12.6% (19/151). High-intent visibility: 13.1% (11/84). High-intent win rate: 54.5% (6/11 visible).
Early-funnel invisibility: 92.9% (39/42). Problem identification: 0/12 visible. Solution exploration: 1/15 visible.
Requirements building: 2/15 visible. Comparison visibility: 29.4% (10/34). Validation visibility: 0% (0/24).
Decision-maker win rate: 28.6% (2/7 visible). Evaluator win rate: 50% (6/12 visible).
[Synthesis] The visibility pattern reveals a funnel with a missing top: Spectrum Roadmap enters buyer conversations only after shortlists have already formed. The 29.4% Comparison-stage visibility (10/34 queries) against 0% at problem identification (0/12) confirms that AI platforms know the brand but do not associate it with the educational, exploratory content buyers consume first. The 21-percentage-point win rate gap between evaluators (50%) and the decision-maker persona (28.6%) adds a second structural vulnerability — the CHRO (Chief Human Resources Officer) who approves budget is harder to reach than the HR director who builds the shortlist.
41 queries won by named competitors · 23 no clear winner · 68 no vendor mentioned
Sorted by competitive damage — competitor-winning queries first.
| ID | Query | Persona | Stage | Winner |
|---|---|---|---|---|
| ⚑ Competitor Wins — 41 queries where a named competitor captures the buyer | ||||
| "" | Neurodiversity in the Workplace | |||
| spec_004 | "We want to hire neurodivergent talent but have no idea where to find candidates — how are HR teams solving this?" | Director of People Operations / HR Director | Problem Identification | Specialisterne |
| spec_015 | "Is a 'Certified Neurodiverse Workplace' credential worth pursuing for a company our size?" | Chief People Officer / VP of People | Solution Exploration | Certified Neurodiverse Workplace (IBCCES) |
| spec_022 | "Can neurodiversity training be rolled out through our existing LMS, or are these mostly standalone courses?" | DEI & Belonging Lead | Solution Exploration | auticon |
| spec_043 | "Best neurodiversity hiring and inclusion programs for a fast-growing startup that wants something credible" | Chief People Officer / VP of People | Shortlisting | auticon |
| spec_045 | "Which neurodiversity workplace programs offer a recognized certification for a smaller employer?" | Chief People Officer / VP of People | Shortlisting | Certified Neurodiverse Workplace (IBCCES) |
| spec_047 | "Best neurodiversity hiring programs for a mid-market company building this from scratch" | Director of People Operations / HR Director | Shortlisting | Specialisterne |
| spec_048 | "Switching from generic management training — top neurodiversity manager courses for a 150-person company" | Director of People Operations / HR Director | Shortlisting | auticon |
| spec_054 | "Best company-wide neurodiversity awareness workshops for all employees, not just managers" | DEI & Belonging Lead | Shortlisting | auticon |
| spec_057 | "Which neurodiversity programs come with an accredited or CPD-certified credential?" | DEI & Belonging Lead | Shortlisting | auticon |
Remaining competitor wins: auticon ×8, Certified Neurodiverse Workplace (IBCCES) ×5, Neuro Sparks Solutions ×5, Specialisterne ×4, Cognassist ×3, Praxis42 ×2, Candiversity ×2, Neurodiversity in the Workplace ×2. 23 queries with no clear winner. 68 queries with no vendor mentioned. Full query-level data available in the analysis export.
| ID | Query | Persona | Stage | Winner |
|---|---|---|---|---|
| spec_059 | "Best neuroinclusive interviewing programs for a recruiting team building a fairer hiring process" | Talent Acquisition / Recruiting Manager | Shortlisting | Specialisterne |
| spec_063 | "Programs that train hiring managers to interview neurodivergent candidates fairly" | Talent Acquisition / Recruiting Manager | Shortlisting | auticon |
| spec_064 | "We want better access to neurodivergent talent networks than our current channels — which programs help?" | Talent Acquisition / Recruiting Manager | Shortlisting | Specialisterne |
| spec_065 | "Switching from a generic LMS module — best self-paced neurodiversity courses for engineering managers" | Engineering / Team Hiring Manager | Shortlisting | auticon |
| spec_072 | "auticon versus Neurodiversity in the Workplace for an employer building a credible neurodiversity program" | Chief People Officer / VP of People | Comparison | auticon |
| spec_073 | "Replacing our current certification — IBCCES versus Cognassist for a recognized neuroinclusion credential at a mid-size company" | Chief People Officer / VP of People | Comparison | Certified Neurodiverse Workplace (IBCCES) |
| spec_074 | "Migrating our LMS content — Cognassist versus Praxis42 for neurodiversity e-learning that scales across the enterprise" | Chief People Officer / VP of People | Comparison | Praxis42 |
| spec_077 | "We've outgrown our current toolkit — Neuro Sparks versus Candiversity for ready-to-use neuroinclusive hiring materials" | Director of People Operations / HR Director | Comparison | Candiversity |
| spec_078 | "Is IBCCES certification worth it versus a practical, hands-on program for a 200-person company?" | Director of People Operations / HR Director | Comparison | Certified Neurodiverse Workplace (IBCCES) |
| spec_079 | "We're on a generic LMS course — how does Cognassist compare for real neuroinclusion training?" | Director of People Operations / HR Director | Comparison | Cognassist |
| spec_080 | "Switching providers — NITW versus NeuroTalent Works for practical accommodation and manager guidance at a mid-market employer" | Director of People Operations / HR Director | Comparison | Neurodiversity in the Workplace |
| spec_082 | "Our current training didn't change hiring — Cognassist versus Candiversity for a company that needs real practice change" | Director of People Operations / HR Director | Comparison | Candiversity |
| spec_083 | "Neuro Sparks versus NeuroTalent Works for training managers of neurodivergent employees" | Director of People Operations / HR Director | Comparison | Neuro Sparks Solutions |
| spec_084 | "Replacing our awareness e-learning — Praxis42 versus Cognassist for company-wide neurodiversity training" | DEI & Belonging Lead | Comparison | Cognassist |
| spec_087 | "We're consolidating tools — Cognassist versus Praxis42 versus a coaching-led program for embedding neurodiversity training company-wide" | DEI & Belonging Lead | Comparison | Cognassist |
| spec_088 | "Moving on from a generic course — how does Neuro Sparks' manager training compare to a strengths-based coaching approach?" | DEI & Belonging Lead | Comparison | Neuro Sparks Solutions |
| spec_089 | "Specialisterne versus a training-and-toolkit approach for building a neuroinclusive hiring pipeline" | DEI & Belonging Lead | Comparison | Specialisterne |
| spec_090 | "auticon versus IBCCES for a DEI lead who needs real substance behind a neurodiversity commitment" | DEI & Belonging Lead | Comparison | auticon |
| spec_093 | "NITW versus Specialisterne for sourcing and interviewing neurodivergent candidates" | Talent Acquisition / Recruiting Manager | Comparison | Specialisterne |
| spec_095 | "Neuro Sparks versus Neurodiversity Training Academy for training interviewers and hiring managers" | Talent Acquisition / Recruiting Manager | Comparison | Neuro Sparks Solutions |
| spec_097 | "Moving off our old process — auticon versus a self-serve roadmap for neuroinclusive interviewing" | Talent Acquisition / Recruiting Manager | Comparison | auticon |
| spec_100 | "Replacing our manager training — Cognassist versus auticon for leading neurodivergent developers" | Engineering / Team Hiring Manager | Comparison | auticon |
| spec_103 | "We're paying for IBCCES certification — is it worth renewing, or do companies regret the credential?" | Chief People Officer / VP of People | Validation | Certified Neurodiverse Workplace (IBCCES) |
| spec_116 | "We rely on Praxis42's SCORM e-learning — does it drive inclusion or just satisfy the LMS checkbox?" | DEI & Belonging Lead | Validation | Praxis42 |
| spec_118 | "Considering moving hiring to auticon — what downsides do talent teams hit for non-technical roles?" | Talent Acquisition / Recruiting Manager | Validation | auticon |
| spec_123 | "Neuro Sparks manager training — do technical leads find it practical or too generic?" | Engineering / Team Hiring Manager | Validation | Neuro Sparks Solutions |
| spec_125 | "auticon versus building our own coached program — what are the risks for an engineering team?" | Engineering / Team Hiring Manager | Validation | auticon |
| spec_130 | "Is a Certified Neurodiverse Workplace credential worth the budget for the reputational payoff?" | Chief People Officer / VP of People | Consensus Creation | Certified Neurodiverse Workplace (IBCCES) |
| spec_139 | "Build a TCO model comparing auticon, NITW, and a self-paced program over three years to replace our current consultant" | Chief People Officer / VP of People | Artifact Creation | Neurodiversity in the Workplace |
| spec_143 | "Create a vendor scorecard comparing IBCCES, Cognassist, and auticon for a neuroinclusive workplace certification" | DEI & Belonging Lead | Artifact Creation | Certified Neurodiverse Workplace (IBCCES) |
| spec_150 | "We're replacing our manager training — create a Comparison scorecard of Neuro Sparks and NeuroTalent Works, including LMS options, for a technical team" | Engineering / Team Hiring Manager | Artifact Creation | Neuro Sparks Solutions |
| spec_001 | "Why do so many managers struggle to lead neurodivergent employees, and what actually fixes it?" | Chief People Officer / VP of People | Problem Identification | No Vendor Mentioned |
| spec_002 | "What's the real business case for investing in neurodiversity hiring at a fast-growing company?" | Chief People Officer / VP of People | Problem Identification | No Vendor Mentioned |
| spec_003 | "Our DEI statement mentions neurodiversity but we have nothing real behind it — where do companies start?" | Chief People Officer / VP of People | Problem Identification | No Vendor Mentioned |
| spec_005 | "Why do companies keep losing the neurodivergent hires they already have within the first year?" | Director of People Operations / HR Director | Problem Identification | No Vendor Mentioned |
| spec_006 | "How hard and expensive are workplace accommodations for neurodivergent staff really?" | Director of People Operations / HR Director | Problem Identification | No Vendor Mentioned |
| spec_007 | "We did an awareness webinar and nothing changed in how we hire — what approach actually moves the needle?" | DEI & Belonging Lead | Problem Identification | No Vendor Mentioned |
| spec_008 | "What are the main approaches to getting managers comfortable working with neurodivergent team members?" | DEI & Belonging Lead | Problem Identification | No Vendor Mentioned |
| spec_009 | "Our interviews keep rejecting people who could clearly do the job — is the hiring process itself the problem?" | Talent Acquisition / Recruiting Manager | Problem Identification | No Vendor Mentioned |
| spec_010 | "Where are companies actually sourcing neurodivergent candidates these days?" | Talent Acquisition / Recruiting Manager | Problem Identification | No Clear Winner |
| spec_011 | "My team is nervous about managing a neurodivergent engineer without saying the wrong thing — what helps?" | Engineering / Team Hiring Manager | Problem Identification | No Vendor Mentioned |
| spec_012 | "What kinds of workplace adjustments do neurodivergent developers usually need?" | Engineering / Team Hiring Manager | Problem Identification | No Vendor Mentioned |
| spec_013 | "Build an internal neurodiversity program ourselves or bring in outside training and coaching — how do companies decide?" | Chief People Officer / VP of People | Solution Exploration | No Vendor Mentioned |
| spec_016 | "We have no internal neurodiversity expertise — is a self-serve course enough or do we need coaching support?" | Director of People Operations / HR Director | Solution Exploration | No Vendor Mentioned |
| spec_017 | "We already run general DEI training — do we need dedicated neurodiversity manager training on top?" | Director of People Operations / HR Director | Solution Exploration | No Vendor Mentioned |
| spec_018 | "Do neuroinclusion certification programs actually change how a company hires, or is it just a badge?" | Director of People Operations / HR Director | Solution Exploration | No Clear Winner |
| spec_019 | "Our generic onboarding isn't keeping neurodivergent hires — what kind of program actually supports retention?" | Director of People Operations / HR Director | Solution Exploration | No Vendor Mentioned |
| spec_020 | "Awareness workshops for the whole company versus focused manager training — what's the right mix for neurodiversity?" | DEI & Belonging Lead | Solution Exploration | No Vendor Mentioned |
| spec_021 | "How do neurodiversity programs typically turn training into actual changes in hiring and management practices?" | DEI & Belonging Lead | Solution Exploration | No Vendor Mentioned |
| spec_023 | "What approaches exist for redesigning a hiring funnel to reach neurodivergent candidates?" | DEI & Belonging Lead | Solution Exploration | No Vendor Mentioned |
| spec_024 | "Structured interviews versus alternative assessment formats for neurodivergent candidates — what are the real tradeoffs?" | Talent Acquisition / Recruiting Manager | Solution Exploration | No Vendor Mentioned |
| spec_025 | "Do we build our own neuroinclusive job descriptions and rubrics or buy ready-made toolkits?" | Talent Acquisition / Recruiting Manager | Solution Exploration | No Vendor Mentioned |
| spec_026 | "Online manager training versus live workshops for learning to manage neurodivergent staff — what works better?" | Engineering / Team Hiring Manager | Solution Exploration | No Vendor Mentioned |
| spec_027 | "Switching from ad-hoc accommodations to a real process for a neurodivergent team member — what's actually involved?" | Engineering / Team Hiring Manager | Solution Exploration | No Vendor Mentioned |
| spec_029 | "Key criteria for choosing a neuroinclusion program when leadership wants something credible and externally recognized" | Chief People Officer / VP of People | Requirements Building | No Clear Winner |
| spec_030 | "What should a small company without HR specialists look for when evaluating neurodiversity training providers?" | Chief People Officer / VP of People | Requirements Building | No Vendor Mentioned |
| spec_031 | "Must-have features for a neurodiversity program that keeps us compliant on ADA accommodation requests" | Director of People Operations / HR Director | Requirements Building | No Vendor Mentioned |
| spec_032 | "We've run generic training before — how do I tell whether a neurodiversity course will actually change manager behavior this time?" | Director of People Operations / HR Director | Requirements Building | No Vendor Mentioned |
| spec_033 | "What templates and tools should a neuroinclusive hiring program include out of the box?" | Director of People Operations / HR Director | Requirements Building | No Vendor Mentioned |
| spec_034 | "Requirements for a neurodiversity onboarding and retention program when we keep losing recent hires" | Director of People Operations / HR Director | Requirements Building | No Vendor Mentioned |
| spec_036 | "Evaluation criteria for company-wide neurodiversity awareness training that goes beyond a one-off webinar" | DEI & Belonging Lead | Requirements Building | No Vendor Mentioned |
| spec_037 | "Must-have versus nice-to-have in manager-focused neurodiversity training for a mid-size employer" | DEI & Belonging Lead | Requirements Building | No Vendor Mentioned |
| spec_038 | "If we want neurodiversity content in our LMS, what should we require around SCORM support and reporting?" | DEI & Belonging Lead | Requirements Building | No Vendor Mentioned |
| spec_039 | "Checklist for evaluating whether a hiring toolkit truly supports neurodivergent candidates" | Talent Acquisition / Recruiting Manager | Requirements Building | No Vendor Mentioned |
| spec_040 | "What should neuroinclusive job description and interview rubric templates actually cover?" | Talent Acquisition / Recruiting Manager | Requirements Building | No Vendor Mentioned |
| spec_041 | "What should I expect a good manager training on neurodiversity to teach my engineering leads?" | Engineering / Team Hiring Manager | Requirements Building | No Vendor Mentioned |
| spec_042 | "Criteria for accommodation guidance that protects managers from handling disclosure requests wrong" | Engineering / Team Hiring Manager | Requirements Building | No Vendor Mentioned |
| spec_044 | "Top neuroinclusion training providers that include ROI and business-case tools for leadership" | Chief People Officer / VP of People | Shortlisting | No Clear Winner |
| spec_046 | "Best neurodiversity training that comes with hands-on coaching for a company with no internal expertise" | Chief People Officer / VP of People | Shortlisting | No Clear Winner |
| spec_049 | "Which neurodiversity programs give practical, low-cost accommodation guidance HR can actually implement?" | Director of People Operations / HR Director | Shortlisting | No Vendor Mentioned |
| spec_050 | "Best programs to improve onboarding and retention of neurodivergent hires after we've lost a few" | Director of People Operations / HR Director | Shortlisting | No Vendor Mentioned |
| spec_051 | "Replacing home-grown job descriptions — neuroinclusive hiring toolkits with ready-to-use interview rubrics" | Director of People Operations / HR Director | Shortlisting | No Vendor Mentioned |
| spec_052 | "Neurodiversity training that actually changes hiring practices, not just the awareness course we already did" | Director of People Operations / HR Director | Shortlisting | No Vendor Mentioned |
| spec_053 | "We need to move neurodiversity training into our existing LMS — which platforms integrate for a multi-site employer?" | Director of People Operations / HR Director | Shortlisting | No Clear Winner |
| spec_056 | "Neurodiversity inclusion programs with measurable outcomes for a 300-person tech company" | DEI & Belonging Lead | Shortlisting | No Vendor Mentioned |
| spec_058 | "Neurodiversity programs that include a peer support community for neurodivergent employees" | DEI & Belonging Lead | Shortlisting | No Vendor Mentioned |
| spec_060 | "Where can recruiters get neuroinclusive job description templates and structured interview guides?" | Talent Acquisition / Recruiting Manager | Shortlisting | No Clear Winner |
| spec_061 | "Top neurodiversity hiring resources for a talent acquisition team at a growing startup" | Talent Acquisition / Recruiting Manager | Shortlisting | No Clear Winner |
| spec_062 | "We're replacing our standard interview loop — best neuroinclusive assessment approaches for candidates?" | Talent Acquisition / Recruiting Manager | Shortlisting | No Vendor Mentioned |
| spec_066 | "Neurodiversity programs with concrete accommodation playbooks for technical teams" | Engineering / Team Hiring Manager | Shortlisting | No Vendor Mentioned |
| spec_067 | "Top neurodiversity resources for a team lead with a newly hired autistic engineer" | Engineering / Team Hiring Manager | Shortlisting | No Vendor Mentioned |
| spec_068 | "Better onboarding programs for neurodivergent engineers after losing a recent hire" | Engineering / Team Hiring Manager | Shortlisting | No Vendor Mentioned |
| spec_071 | "Moving off a consultancy — Neurodiversity in the Workplace versus a coached self-serve program for a company with no internal expertise" | Chief People Officer / VP of People | Comparison | No Clear Winner |
| spec_086 | "IBCCES versus auticon — which certification carries more weight for a neuroinclusive workplace?" | DEI & Belonging Lead | Comparison | No Clear Winner |
| spec_092 | "Our current materials fall short — does Neuro Sparks or a toolkit-first provider give recruiters more usable neuroinclusive hiring materials?" | Talent Acquisition / Recruiting Manager | Comparison | No Clear Winner |
| spec_096 | "Candiversity versus a dedicated hiring-toolkit provider for neuroinclusive recruiting templates" | Talent Acquisition / Recruiting Manager | Comparison | No Clear Winner |
| spec_099 | "NITW versus a self-paced toolkit for practical accommodations on a technical team" | Engineering / Team Hiring Manager | Comparison | No Clear Winner |
| spec_101 | "After losing a neurodivergent engineer — NeuroTalent Works versus a retention-focused roadmap" | Engineering / Team Hiring Manager | Comparison | No Clear Winner |
| spec_104 | "Hidden costs of auticon's neurodiversity programs we didn't expect when we signed on" | Chief People Officer / VP of People | Validation | No Clear Winner |
| spec_105 | "Common complaints about consultancy-led neurodiversity programs like NITW from smaller employers" | Chief People Officer / VP of People | Validation | No Vendor Mentioned |
| spec_106 | "Biggest risks of investing in a neurodiversity program that turns out to be all awareness and no change" | Chief People Officer / VP of People | Validation | No Vendor Mentioned |
| spec_107 | "Cognassist rollout problems — what should we know before we migrate our training to it?" | Director of People Operations / HR Director | Validation | No Clear Winner |
| spec_108 | "Where do retention programs like NeuroTalent Works fail to actually keep neurodivergent hires?" | Director of People Operations / HR Director | Validation | No Clear Winner |
| spec_109 | "What do reviews say about the real value of an IBCCES Certified Neurodiverse Workplace credential?" | Director of People Operations / HR Director | Validation | No Clear Winner |
| spec_110 | "Risks of relying on a video-only neurodiversity course when you have no internal expertise" | Director of People Operations / HR Director | Validation | No Vendor Mentioned |
| spec_111 | "We're replacing our Praxis42 awareness e-learning — did it actually change behavior for anyone?" | Director of People Operations / HR Director | Validation | No Clear Winner |
| spec_112 | "Why do neurodivergent hires still leave even after a company rolls out a retention program?" | Director of People Operations / HR Director | Validation | No Vendor Mentioned |
| spec_113 | "We run both Cognassist and Praxis42 — common complaints about scaling this e-learning across an org" | DEI & Belonging Lead | Validation | No Clear Winner |
| spec_114 | "Why company-wide neurodiversity awareness training often fails to create real inclusion" | DEI & Belonging Lead | Validation | No Vendor Mentioned |
| spec_115 | "What are the limits of self-paced manager training for a DEI lead who needs measurable, lasting change?" | DEI & Belonging Lead | Validation | No Vendor Mentioned |
| spec_117 | "What goes wrong when recruiters adopt neuroinclusive hiring toolkits without manager buy-in?" | Talent Acquisition / Recruiting Manager | Validation | No Vendor Mentioned |
| spec_119 | "NeuroTalent Works reviews — what should a recruiting team know before signing up?" | Talent Acquisition / Recruiting Manager | Validation | No Clear Winner |
| spec_120 | "Do neurodivergent talent communities actually help with sourcing, or is it overhyped?" | Talent Acquisition / Recruiting Manager | Validation | No Vendor Mentioned |
| spec_121 | "We switched to Candiversity training — does it actually help us keep the neurodivergent people we hire?" | Talent Acquisition / Recruiting Manager | Validation | No Clear Winner |
| spec_122 | "What accommodation mistakes get managers and companies into legal trouble?" | Engineering / Team Hiring Manager | Validation | No Vendor Mentioned |
| spec_124 | "Hidden challenges of implementing accommodations for neurodivergent engineers on a small team" | Engineering / Team Hiring Manager | Validation | No Vendor Mentioned |
| spec_126 | "Do peer support communities really help retain neurodivergent employees, or do managers still carry it?" | Engineering / Team Hiring Manager | Validation | No Vendor Mentioned |
| spec_131 | "How to make the case for company-wide neurodiversity training as more than a compliance expense" | Chief People Officer / VP of People | Consensus Creation | No Vendor Mentioned |
| spec_132 | "Cost of neurodivergent employee turnover versus investing in a program to replace our current onboarding — how do I frame this?" | Director of People Operations / HR Director | Consensus Creation | No Vendor Mentioned |
| spec_134 | "Justifying outside coaching for neurodiversity when we've always DIY'd training — how do I make the case?" | Director of People Operations / HR Director | Consensus Creation | No Vendor Mentioned |
| spec_135 | "Case studies of companies that turned a neurodiversity DEI commitment into measurable outcomes" | DEI & Belonging Lead | Consensus Creation | No Clear Winner |
| spec_136 | "How do I show leadership that a neurodivergent employee community improves engagement and retention?" | DEI & Belonging Lead | Consensus Creation | No Vendor Mentioned |
| spec_138 | "How do I justify the time cost of manager neurodiversity training to my engineering org?" | Engineering / Team Hiring Manager | Consensus Creation | No Vendor Mentioned |
| spec_140 | "Draft a board-ready one-page summary making the case for a company-wide neurodiversity program" | Chief People Officer / VP of People | Artifact Creation | No Vendor Mentioned |
| spec_141 | "Create an RFP to replace our current neurodiversity e-learning, requiring SCORM support, LMS deployment, and multi-site reporting" | Director of People Operations / HR Director | Artifact Creation | No Vendor Mentioned |
| spec_142 | "Write a manager checklist for handling neurodivergent accommodation and disclosure requests without legal missteps" | Director of People Operations / HR Director | Artifact Creation | No Vendor Mentioned |
| spec_144 | "Draft criteria for evaluating whether a neurodiversity program includes real peer and family community support" | DEI & Belonging Lead | Artifact Creation | No Vendor Mentioned |
| spec_145 | "Build a neuroinclusive interview rubric template a recruiting team can use to evaluate candidates fairly" | Talent Acquisition / Recruiting Manager | Artifact Creation | No Vendor Mentioned |
| spec_146 | "Write an RFP section specifying neurodiversity hiring content that loads into our LMS for a recruiting org" | Talent Acquisition / Recruiting Manager | Artifact Creation | No Vendor Mentioned |
| spec_147 | "Create an evaluation matrix for neurodiversity hiring programs, including access to neurodivergent talent communities" | Talent Acquisition / Recruiting Manager | Artifact Creation | No Vendor Mentioned |
| spec_148 | "Draft a 90-day rollout plan for coaching engineering managers through their first neurodivergent hires" | Engineering / Team Hiring Manager | Artifact Creation | No Vendor Mentioned |
| spec_149 | "Write a short internal guide on how peer support groups help retain neurodivergent engineers" | Engineering / Team Hiring Manager | Artifact Creation | No Vendor Mentioned |
Queries where Spectrum Roadmap is mentioned but a competitor is positioned more favorably.
| ID | Query | Persona | Buying Job | Winner | Spectrum Roadmap Position |
|---|---|---|---|---|---|
| spec_014 | "Self-paced neurodiversity courses versus hands-on consulting — which gives a leadership team a better return?" | Chief People Officer / VP of People | Solution Exploration | No Vendor Mentioned | Brief Mention |
| spec_028 | "What metrics should we require a neurodiversity hiring program to report so we can prove ROI to the board?" | Chief People Officer / VP of People | Requirements Building | No Vendor Mentioned | Mentioned In List |
| spec_055 | "Revamping our hiring process — top providers for redesigning interviews so we stop screening out neurodivergent candidates" | DEI & Belonging Lead | Shortlisting | No Clear Winner | Mentioned In List |
| spec_069 | "How does IBCCES's Certified Neurodiverse Workplace compare to Spectrum Roadmap for a startup that wants credibility?" | Chief People Officer / VP of People | Comparison | Certified Neurodiverse Workplace (IBCCES) | Strong 2nd |
| spec_075 | "How does Neuro Sparks Solutions compare to Spectrum Roadmap for manager-focused neurodiversity training?" | Director of People Operations / HR Director | Comparison | No Clear Winner | Mentioned In List |
| spec_076 | "Switching from a consultant — NITW versus a self-paced roadmap for onboarding and retaining neurodivergent hires" | Director of People Operations / HR Director | Comparison | Neurodiversity in the Workplace | Brief Mention |
| spec_102 | "How does auticon's manager guidance handle accommodation and disclosure situations compared to a coaching program?" | Engineering / Team Hiring Manager | Comparison | auticon | Brief Mention |
| spec_127 | "How do I build a business case for a neurodiversity hiring program that a CFO will actually approve?" | Chief People Officer / VP of People | Consensus Creation | No Vendor Mentioned | Mentioned In List |
| spec_128 | "Typical ROI and payback period for switching to a dedicated neurodiversity hiring program at a mid-size company" | Chief People Officer / VP of People | Consensus Creation | No Vendor Mentioned | Mentioned In List |
| spec_133 | "What numbers convince leadership to fund a neurodiversity hiring initiative?" | Director of People Operations / HR Director | Consensus Creation | No Vendor Mentioned | Mentioned In List |
| ID | Query | Persona | Buying Job | Winner | Spectrum Roadmap Position |
|---|---|---|---|---|---|
| spec_137 | "Building the internal case for a program like Spectrum Roadmap's neuroinclusive hiring — what wins over skeptical hiring managers?" | Talent Acquisition / Recruiting Manager | Consensus Creation | No Clear Winner | Strong 2nd |
Who’s winning when Spectrum Roadmap isn’t — and who controls the narrative at each buying stage.
[TL;DR] Spectrum Roadmap wins 5.3% of queries (8/151), ranks #5 in SOV — H2H record: 6W–4L across 6 competitors.
5th-place SOV at 9.9% share masks a competitive product that beats auticon in direct matchups — the real issue is not who wins when both appear, but that Spectrum Roadmap is absent from 81.5% of all competitive conversations (132/150 invisible or not winning queries).
| Company | Mentions | Share |
|---|---|---|
| auticon | 51 | 26.6% |
| Specialisterne | 22 | 11.5% |
| Certified Neurodiverse Workplace (IBCCES) | 22 | 11.5% |
| Neurodiversity in the Workplace | 19 | 9.9% |
| Spectrum Roadmap | 19 | 9.9% |
| NeuroTalent Works | 18 | 9.4% |
| Neuro Sparks Solutions | 13 | 6.8% |
| Cognassist | 12 | 6.2% |
| Praxis42 | 9 | 4.7% |
| Candiversity | 5 | 2.6% |
When Spectrum Roadmap and a competitor both appear in the same response, who gets the recommendation? One query with multiple competitors generates a matchup against each — so H2H totals will exceed the query count.
Win = primary recommendation (cross-platform majority). Loss = competitor was. Tie = neither or third party.
For the 132 queries where Spectrum Roadmap is completely absent:
Vendors appearing in responses not in Spectrum Roadmap’s defined competitive set.
[Data] SOV rank: 5th (19 mentions, 9.9% share). auticon leads at rank 1 (51 mentions, 26.6% share). Spectrum Roadmap H2H vs. auticon: 2 wins, 1 loss, 1 tie (4 co-appearance queries). H2H vs.
NeuroTalent Works: 2 wins, 0 losses. H2H vs. NITW: 1 win, 1 loss, 2 ties.
H2H vs. IBCCES: 0 wins, 1 loss. Of 132 invisible queries, 68 (51.5%) have no AI coverage at all — open territory.
[Synthesis] Query-level win rate tells the dominant story: Spectrum Roadmap wins only 8 of 150 queries (5.3% unconditional). SOV rank 5 reflects parity with NITW at 9.9% share but a 16.7-point deficit to auticon. The H2H record is more encouraging — the client beats auticon in direct matchups and sweeps NeuroTalent Works — but these pairwise wins occur in a small sample of co-appearance queries and do not offset the broader invisibility.
Crucially, 51.5% of invisible queries have no clear winner, meaning Spectrum Roadmap is not losing to competitors in those slots; it is simply absent from a conversation where influence is still unclaimed.
What AI reads and trusts in this category.
[TL;DR] Spectrum Roadmap had 13 unique pages cited across buyer queries, ranking #11 among all cited domains. 10 high-authority domains cite competitors but not Spectrum Roadmap.
Only 13 unique Spectrum Roadmap pages are being cited, and domain authority ranks 11th — but the structural fixes in L1 and the new content in L3 will expand that footprint significantly if executed in sequence.
Note: Domain-level citation counts (above) tally instances per individual domain. Competitor-level counts (below) aggregate across all domains owned by a single vendor, which may include subdomains.
Non-competitor domains citing other vendors but not Spectrum Roadmap — off-domain authority opportunities.
These domains cited competitors but did not cite Spectrum Roadmap pages in the queries analyzed. This reflects citation patterns in AI responses, not overall platform presence.
[Data] Client unique pages cited: 13 (spectrumroadmap.com domain rank: 11th). auticon.com: 147 citation instances (rank 1). Top-cited client pages: neurodiversity-training-roi and homepage (14 citation instances each). Third-party gap: 10 influential domains with no Spectrum Roadmap presence, led by pmc.ncbi.nlm.nih.gov (114 instances), askearn.org (95), reddit.com (82).
[Synthesis] Thirteen unique Spectrum Roadmap pages are being cited, ranking the domain 11th — well behind auticon.com's 147 citation instances. The citation concentration reveals that most of the site's AI footprint flows through two pages (the ROI guide and homepage), while the rich guide cluster covering accommodations and interviewing is cited infrequently. The 10 high-authority third-party domains with no Spectrum Roadmap presence — particularly PubMed, AskEARN, and reddit — represent amplification channels the content strategy has not yet reached, and seeding those domains with cited research or community engagement would extend reach beyond the owned site.
Three layers of recommendations ranked by commercial impact and implementation speed.
[TL;DR] 20 priority recommendations (plus 1 near-rebuild optimizations) targeting 143 gap queries (132 invisible, 11 positioning gaps). 4 L1 technical fixes + 3 verification checks, 4 content optimizations (L2), 9 new content initiatives (L3).
20 recommendations in three layers address the full gap: L1 makes existing pages extractable, L2 activates 20 already-covered queries, and L3 builds content for the 123 queries where Spectrum Roadmap currently has no presence at all.
Reading the priority numbers: Recommendations are ranked 1–20 across all three layers by commercial impact × implementation speed. Within each layer, items appear in priority order. Gaps in the sequence (e.g., L1 shows 1, 2, then 12) mean higher-priority items belong to a different layer.
Configuration and infrastructure changes. Owner: Engineering / DevOps. Timeline: Days to weeks.
| Priority | Finding | Impact | Timeline |
|---|---|---|---|
| #12 | Broken heading hierarchy on key conversion and product pages | Medium | 1-3 days |
| #13 | Near-duplicate mission pages dilute crawl signals | Medium | 1-3 days |
| #14 | Structured-data (JSON-LD) coverage requires manual verification | Medium | 1-3 days |
| #15 | Thin extractable content on the two paid product pages | Medium | 1-2 weeks |
Items requiring manual review before determining if action is needed.
| Priority | Finding | Impact | Timeline |
|---|---|---|---|
| #18 | Client-side rendering status requires manual verification | Low | < 1 day |
| #19 | Large stale legacy blog corpus still indexed alongside the new employer content | Low | 1-2 weeks |
| #20 | Meta descriptions and Open Graph tags require manual verification | Low | < 1 day |
Click any row to expand full issue/fix detail.
Existing pages that need restructuring or deepening. Owner: Content Team. Timeline: Weeks.
The /pages/for-employers page does not contain a clear 'Who This Is For' section with specific employer profile language (company size, hiring stage, internal expertise level), making it impossible for AI platforms to match the page to Shortlisting queries filtering by employer type. The /pages/for-employers page does not contain any Comparison language distinguishing Spectrum Roadmap's program model (self-serve + coached, internal capability building) from staffing-model providers (Specialisterne, auticon) and certification-only providers (IBCCES) — AI cannot include Spectrum Roadmap in a comparative shortlist without this. The /pages/for-employers page presents offerings in marketing prose rather than structured, scannable content (feature list, use-case table, or Comparison matrix) that AI platforms can excerpt as a recommendation.
Queries affected: spec_055
The /pages/accommodation-cost-myth page makes the cost-myth argument but does not present specific, citable cost figures (e.g., median cost per accommodation, percentage of zero-cost adjustments) in a structured format AI can extract as a factual answer to spec_006. The /pages/accommodation-cost-myth page does not contain a section addressing technical-team or developer-specific accommodations (flexible hours, noise reduction, async communication), leaving spec_012 and spec_066 unanswered from this URL. The /pages/manager-disclosure-response-guide covers disclosure response but does not lay out the full ad-hoc-to-formal-process transition that spec_027 and spec_031 require — it answers 'what to say' not 'what process to build.'
Queries affected: spec_006, spec_012, spec_027, spec_031, spec_042, spec_049, spec_066, spec_122, spec_124
The /pages/inclusive-interviewing-guide page does not contain a dedicated, heading-level section answering 'where to source neurodivergent candidates,' so AI platforms cannot extract Spectrum Roadmap as a resource for that question (spec_004, spec_010). The /pages/inclusive-interviewing-guide page presents modifications as a flat list rather than a structured hiring-funnel redesign framework with named stages, making it impossible for AI to excerpt it as a complete methodology (spec_009, spec_023, spec_059). The /pages/interview-modifications-that-work page lacks an explicit Comparison table or passage contrasting structured interviews vs. alternative assessment formats (work samples, trial projects, portfolio review) with stated tradeoffs, leaving spec_024 and spec_062 unanswerable from this URL.
Queries affected: spec_004, spec_009, spec_010, spec_023, spec_024, spec_059, spec_062
The /pages/inclusive-interviewing-guide page contains no passage addressing buyers who are evaluating auticon — the page is written for buyers who haven't selected a provider yet, not buyers mid-evaluation of a specific competitor. The /pages/inclusive-interviewing-guide page does not contain any content addressing non-technical role hiring specifically, leaving buyers asking about auticon's limitations for non-technical roles with no Spectrum Roadmap answer. The existing pages have no Comparison framework or positioning language that would allow AI platforms to surface Spectrum Roadmap when a buyer query explicitly names auticon as the incumbent being evaluated.
Queries affected: spec_118
Net new content addressing visibility and positioning gaps. Owner: Content Strategy. Timeline: Months.
Manager training is the single largest feature gap in the content inventory, with queries spanning every buying stage going dark for all four AI platforms. Decision-makers (CHRO (Chief Human Resources Officer)s) and evaluators (HR Directors, DEI Leads, Hiring Managers) all hit this wall simultaneously, meaning Spectrum Roadmap is absent at precisely the moments buyers are forming mental shortlists of manager training providers. Competitors auticon, Neuro Sparks, and NeuroTalent Works fill this vacuum by default. Without dedicated manager training content, Spectrum Roadmap cannot convert its 11% Manager Training & Enablement visibility into citations even when it appears.
ChatGPT (high): chatgpt cites auticon and Neuro Sparks in manager training Shortlisting queries, indicating it surfaces named providers when content exists — Spectrum Roadmap's absence is a content gap, not a platform bias Claude (medium): claude returns 0 visibility on all manager training queries, suggesting it relies heavily on structured, well-attributed content; new hub pages with clear authorship and schema would improve receptivity Gemini (high): gemini surfaces named vendors in Comparison and Shortlisting manager training queries, showing high receptivity to structured Comparison content Perplexity (high): perplexity cites specific provider URLs heavily; new dedicated manager training pages with clear URL structure and crawlability would be directly surfaced
DEI Leads and CHRO (Chief Human Resources Officer)s searching for how to convert a neurodiversity commitment into real program substance find nothing from Spectrum Roadmap. This gap is particularly damaging because 'DEI lacks substance' is the most common pain point in the audit (24 queries, 4.2% visibility) and AI platforms default to citing large enterprise case studies (Microsoft, SAP, EY) rather than any vendor. Spectrum Roadmap has a genuine service differentiator here — moving beyond awareness to action — but without content that articulates this, it cannot capture buyers at the moment they are most receptive to a practical alternative to tick-box training.
ChatGPT (medium): chatgpt cites enterprise case studies (Microsoft, SAP) in awareness queries, not vendors; new case study and guide content from Spectrum Roadmap could displace these if it provides more specific, actionable answers Claude (low): claude returns 0 visibility on all employee awareness queries and cites no vendors; requires highly structured, well-attributed long-form content to surface Gemini (high): gemini references CIPD and Deloitte sources in awareness queries, showing it surfaces third-party-validated content; Spectrum Roadmap content cited by or consistent with these sources would improve receptivity Perplexity (high): perplexity cites specific URLs heavily in awareness queries; new hub pages optimized for direct citation would be surfaced quickly
Buyers who have already experienced neurodivergent attrition are high-urgency prospects — they have identified the problem and are actively seeking a solution. Spectrum Roadmap's Onboarding & Retention Strategies feature is rated 'strong' in the taxonomy, yet the site cannot capture these buyers because no dedicated retention content exists for AI to surface. The pain point 'Organizations hire neurodivergent employees but lose them due to poor onboarding' spans 16 queries with only 6.25% visibility and 0 wins, representing one of the highest-volume, lowest-visibility gaps in the audit. Competitors appear in these queries by default, while Spectrum Roadmap's actual program capability goes unrecognized.
ChatGPT (medium): chatgpt returns no vendors in retention queries and cites only research organizations; structured hub content with specific program descriptions would give it something to cite Claude (low): claude is invisible on all retention queries; requires long-form, structured content with clear authorship to surface Gemini (high): gemini surfaces NITW and research citations in retention queries, showing it will recommend named providers when they have relevant dedicated content Perplexity (high): perplexity cites NeuroTalent Works in retention queries, confirming it surfaces vendor pages when purpose-built content exists at a specific URL
The ROI and business case gap is uniquely paradoxical: Spectrum Roadmap is the most visible vendor in this cluster yet wins almost nothing, because buyers asking CFO-approval and board-presentation questions receive educational content that does not name providers. The 'People leaders struggle to justify budget for neurodiversity programs because th' pain point drives 10 queries with 60% visibility but only 1 win — a visibility-to-win gap of 44 percentage points. CHRO (Chief Human Resources Officer) buyers (Marcus Bell persona) dominate this cluster at the highest-stakes moment in the purchase process. Creating content that ties ROI data to Spectrum Roadmap's specific program outcomes — not generic industry statistics — is the clearest path to converting existing visibility into wins.
ChatGPT (high): chatgpt already cites spectrumroadmap.com/pages/neurodiversity-training-roi in ROI queries; expanding this page with structured, specific data would convert existing citations into wins Claude (low): claude cites the ROI page (10% visibility on ROI Measurement & Business Case Tools) but has 0% win rate; requires more structured, authoritative content with clear attribution Gemini (high): gemini has 40% visibility on ROI Measurement & Business Case Tools queries, the highest of any platform; it surfaces the existing ROI page and would surface expanded content readily Perplexity (high): perplexity has 40% visibility on ROI Measurement & Business Case Tools queries and cites the ROI page URL directly; new structured pages would be immediately cited
Buyers requesting neuroinclusive job description templates, interview rubrics, and hiring toolkits are at a high-intent moment — they have decided to act and are looking for implementation materials. Spectrum Roadmap's toolkit offerings are a direct commercial differentiator, but without pages that serve these queries, the site cedes this entire buying intent to public-domain resources (JAN, EEOC) and competitor Candiversity. The 'Employers want to hire neurodivergent talent but don't know where to source cand' pain point (13.3% visibility, 0.5 win rate) is partially addressable through toolkit content that helps buyers source and screen neurodivergent candidates more effectively.
ChatGPT (high): chatgpt cites specific toolkit resources (JAN, CIPD, EARN) in template queries, showing it will surface named provider pages when they exist and are well-structured Claude (medium): claude recommends free government resources in toolkit queries, suggesting it prioritizes authoritative, structured content — Spectrum Roadmap toolkit pages with clear author and schema would qualify Gemini (high): gemini surfaces multiple provider Comparison tables in toolkit queries, showing high receptivity to named-provider toolkit content Perplexity (high): perplexity cites specific URLs from AskEARN and JAN in toolkit queries; purpose-built Spectrum Roadmap toolkit pages would be cited alongside these authorities
Buyers exploring whether to pursue formal neuroinclusion certification are seeking credibility signals for their stakeholders — boards, investors, candidates, and customers. While Spectrum Roadmap's own certification offering is weak, it can capture these buyers by publishing honest evaluation content that positions its practical program as a complement to or alternative for external certification. Queries like 'Is IBCCES worth renewing?' and 'What do reviews say about IBCCES?' represent buyers who are skeptical of pure certification plays and open to a more substantive program argument — precisely Spectrum Roadmap's value proposition.
ChatGPT (medium): chatgpt recommends IBCCES in certification queries but surfaces Comparison content when multiple options are discussed; a well-structured Comparison page could be cited Claude (medium): claude surfaces IBCCES and Cognassist in certification Comparison queries; structured evaluation content with clear attribution would improve Spectrum Roadmap's placement Gemini (high): gemini produces detailed certification Comparison tables and is likely to surface a well-structured Spectrum Roadmap evaluation page on certification queries Perplexity (high): perplexity cites Certified Neurodiverse Workplace (IBCCES).org heavily (79 citations) in certification queries; a Spectrum Roadmap certification evaluation page would appear alongside IBCCES content in these responses
Enterprise HR buyers evaluating LMS-compatible neurodiversity training are a distinct and growing segment. While Spectrum Roadmap does not offer SCORM integration, this gap represents a missed opportunity to capture buyers at the moment they are deciding between LMS-native content and coaching-led programs. Cognassist and Praxis42 win LMS queries by default. Content that honestly addresses the LMS question while redirecting buyers toward Spectrum Roadmap's coaching-led alternative — and explaining when each approach is appropriate — could intercept buyers who are not committed to the LMS route and redirect them toward a more impactful program.
ChatGPT (medium): chatgpt recommends Cognassist and Praxis42 in LMS queries by default; it would surface Spectrum Roadmap in 'LMS vs. coaching' framing if dedicated Comparison content existed Claude (low): claude cites LMS vendors heavily in enterprise deployment queries; requires product-specific, technical content to shift toward coaching-led framing Gemini (high): gemini generates detailed LMS Comparison tables and would include a Spectrum Roadmap 'coaching alternative' page if well-structured with clear differentiation claims Perplexity (high): perplexity cites Cognassist (53 citations) and Praxis42 (45 citations) URLs directly; a Spectrum Roadmap Comparison/evaluation page would appear alongside these in LMS Validation queries
Expert coaching is Spectrum Roadmap's most efficient converting feature: when it appears, it wins every time (100% win rate). The strategic problem is that only 2 of 12 expert coaching queries trigger visibility at all, leaving 83% of the opportunity untouched. Buyers at the build-vs-buy decision stage — a pivotal moment when companies decide whether to hire internally, use a consultancy like NITW, or adopt a self-serve coaching program — find Spectrum Roadmap missing. Thickening the coaching content layer to address specific buyer decision frameworks would directly multiply wins in the most commercially valuable part of the funnel.
ChatGPT (high): chatgpt already cites Spectrum Roadmap in 2 expert coaching queries with 100% win rate; expanded coaching content would broaden the range of queries that surface it Claude (medium): claude is invisible on most coaching queries despite existing product pages; requires richer, structured content with clear outcome descriptions to surface Gemini (medium): gemini surfaces Spectrum Roadmap in some coaching queries already; expanded hub content with specific program descriptions would increase citation frequency Perplexity (high): perplexity currently cites Spectrum Roadmap's premium coaching product page (1 citation in audit); expanded and enriched product pages would increase citation volume
Peer support and community is an emerging evaluation criterion — buyers are increasingly asking whether vendor programs include community infrastructure for neurodivergent employees and families, not just manager training. Spectrum Roadmap's community feature is rated strong but completely invisible to AI. While the query volume is smaller (8 queries, flagged for small sample), the feature addresses the 'Organizations hire neurodivergent employees but lose them due to poor onboarding' pain point from a different angle than onboarding content, and cross-selling community access to existing clients requires AI visibility in these query types. DEI Leads who ask about peer support are the same persona with Spectrum Roadmap's highest win rate (66.7%).
ChatGPT (medium): chatgpt cites large enterprise ERG examples (Microsoft, SAP, JPMorgan) in community queries; dedicated vendor community pages with specific outcome data would shift it toward commercial recommendations Claude (low): claude cites academic research in peer support queries; requires well-attributed, structured content with cited outcomes to surface Spectrum Roadmap Gemini (medium): gemini surfaces a mix of enterprise examples and research in community queries; named vendor community pages with structured content would appear in its responses Perplexity (high): perplexity cites specific URLs in community-adjacent queries; a rebuilt, purpose-built community page would be directly cited in peer support queries
All recommendations across all three layers, ranked by commercial impact × implementation speed.
Employee awareness queries return 0% visibility (0/10 queries) across all four platforms. The feature is rated 'moderate' in the taxonomy — meaning partial service exists — but no AI-accessible content exists to answer buyers asking how to operationalize a DEI commitment into company-wide neurodiversity awareness programs.
Spectrum Roadmap has no crawlable content covering manager neurodiversity training across problem identification, solution exploration, requirements building, Shortlisting, Comparison, or Validation stages. Of 18 Manager Training & Enablement queries audited, only 2 returned any visibility (11% visibility rate), and zero of those wins came from dedicated manager training content.
Onboarding and retention queries return 16.7% visibility (2/12 queries) with 0% win rate — Spectrum Roadmap appears occasionally but never wins. Routing analysis shows 'No coverage entry for Onboarding & Retention Strategies' on every query, meaning visible appearances derive from tangential pages rather than purpose-built retention content.
ROI business case queries have 60% visibility (6/10 queries) — the highest of any feature — but only 16.7% win rate (1/6 visible queries). The gap is not absence but the wrong content type: Spectrum Roadmap appears in ROI queries via its /pages/neurodiversity-training-roi page but loses to educational responses that do not recommend any vendor. Eight positioning gap queries in this cluster are all routed to L3 because no ROI-specific content addresses the buying-job formats (requirements building, consensus creation, Comparison).
Certification and accreditation queries return 8.3% visibility (1/12 queries) with 0% win rate. Routing shows 'No coverage entry for Formal Certification & Accreditation' on 9 of 12 queries. IBCCES dominates this cluster with multiple wins (Formal Certification & Accreditation is the feature with IBCCES's highest win rate), while Spectrum Roadmap's weaker certification offering (rated 'weak' in taxonomy) goes uncontested because no Comparison or evaluation content exists.
Expert coaching queries return 16.7% visibility (2/12 queries) with a 100% win rate — the highest win rate of any feature — but thin content limits reach. Routing shows coverage_status='thin' on 8 of the relevant queries, meaning pages exist but are assessed as insufficient to answer the specific buyer questions asked. The feature is rated 'strong' in the taxonomy.
LMS and enterprise deployment queries return 0% visibility (0/12 queries) across all four platforms. This feature is rated 'absent' in the taxonomy — Spectrum Roadmap does not offer SCORM/LMS integration — yet 12 buyer queries explicitly ask about it. The content deficit is both a product gap and a communication gap: buyers who need LMS deployment are not being redirected to what Spectrum Roadmap offers instead.
Templates and toolkits queries return 0% visibility (0/12 queries) across all four platforms. The feature is rated 'strong' in the taxonomy yet has zero crawlable content serving buyer queries. Routing shows 'No coverage entry for Ready-to-Use Templates & Toolkits' on every query, confirming the gap is architectural — no dedicated template or toolkit pages exist in an AI-accessible form.
The /pages/for-employers page does not contain a clear 'Who This Is For' section with specific employer profile language (company size, hiring stage, internal expertise level), making it impossible for AI platforms to match the page to Shortlisting queries filtering by employer type.
The /pages/accommodation-cost-myth page makes the cost-myth argument but does not present specific, citable cost figures (e.g., median cost per accommodation, percentage of zero-cost adjustments) in a structured format AI can extract as a factual answer to spec_006.
The /pages/inclusive-interviewing-guide page does not contain a dedicated, heading-level section answering 'where to source neurodivergent candidates,' so AI platforms cannot extract Spectrum Roadmap as a resource for that question (spec_004, spec_010).
Several commercially important pages do not use a single descriptive H1 with nested H2/H3. /pages/schedule and /pages/community-group each render three full marketing sentences as stacked H1s; /pages/spectrum-strategies uses multiple sentence-length H1s with no H2 layer; the /products/essential-training and /products/premium-spectrum-roadmap-coaching pages flatten body and footer labels (e.g. 'Navigation', 'Contact') into H2/H3; /products/community stacks multiple emotional headlines as H1; /pages/about uses emoji-only H2s.
/pages/schedule and /pages/community-group render essentially identical content — the same three mission sentences as H1s plus the same Debra Solomon founder bio — despite different URLs and page purposes (booking vs. community).
Our analysis reads rendered markdown via web_fetch, which strips JSON-LD. We therefore could not confirm whether Product schema is present on the product pages, FAQPage schema on the FAQ and the many guide-page FAQ sections, Article schema on guides, or Organization schema sitewide. (The presence of an /agents.md commerce file and an agentic-discovery sitemap suggests the Shopify theme may emit Product/Organization schema, but this was not verified.)
The two revenue pages return very little substantive body text. /products/premium-spectrum-roadmap-coaching (content_depth 0.40) has a single H2 and a short benefit paragraph; /products/essential-training (content_depth 0.50) lists 9–11 module titles with one line each and no sample content. Both currently display 'sold out'. They render server-side (no CSR failure) — the text is simply sparse.
The /pages/inclusive-interviewing-guide page contains no passage addressing buyers who are evaluating auticon — the page is written for buyers who haven't selected a provider yet, not buyers mid-evaluation of a specific competitor.
Peer support community queries return 0% visibility (0/8 queries) across all four platforms, with a small_sample flag on the feature. The feature is rated 'strong' in the taxonomy, yet no AI-accessible content addresses buyer questions about neurodivergent employee communities, ERGs, or peer support as a retention mechanism. The routing shows 'No coverage entry for Neurodivergent & Family Support Community' on all relevant queries.
All 38 fetched pages returned substantive server-rendered text with no obvious client-side-rendering failure. Because web_fetch cannot fully simulate a JS-disabled crawler, we recommend confirming that no critical content (e.g. embedded video transcripts, dynamically loaded module lists) depends on JavaScript.
The /blogs/blog/* sitemap contains ~190 legacy 'Spectrum Strategies'-era posts, the large majority dating from 2015–2020 and oriented to individuals/families and life-coaching (camp recaps, book-of-the-month, college tips) rather than the current employer/HR audience. Only a handful are employer-relevant. All carry a sitemap lastmod of 2025-09-25 (the migration date), not genuine recent updates.
Meta description and Open Graph/Twitter card tags are not visible in rendered markdown and could not be assessed from our fetch method.
All three workstreams can start this week.
[Data] Total recommendations: 20. L1 technical: 6 (4 fixes + 2 verification checks). L2 content optimizations: 7 recommendations addressing 20 gap queries.
L3 new content: 7 recommendations targeting 123 gap queries. L1 layer count: 7 items. L2 layer count: 20 queries.
L3 layer count: 123 queries.
[Synthesis] The 20 recommendations are sequenced by dependency, not just impact. L1 fixes resolve the heading hierarchy, thin product pages, and content extractability issues that currently limit how often AI platforms excerpt existing Spectrum Roadmap content — completing these first means every L2 and L3 investment lands on a crawlable, well-structured foundation. L2 optimizations then sharpen 7 clusters of existing content to capture 20 queries where coverage exists but citation signals are weak.
L3 creates the new employer-facing content needed for the 123 queries — spanning manager training, LMS deployment, certification, templates, and ROI — where Spectrum Roadmap currently has no presence at all.
Gap coverage note: 120 of 142 gap queries (84%) are assigned to an L2 or L3 action item. 22 gap queries remain unrouted — these may represent edge-case queries that don’t cluster neatly or fall below the LLM’s grouping threshold.