Executive brief
Research pages are now visibility infrastructure
As prompt-scale visibility studies become normal, public research pages are no longer just marketing collateral; they are structured evidence assets for AI retrieval.
Signal 01
Prompt coverage
Semrush analyzed 126 million U.S. prompts and established benchmarks across 22 industries
Use industry-specific prompt groups, not generic SEO keywords
Signal 02
Source concentration
Ahrefs tracks the 50 most-cited domains and their share of AI Overview source attention
Map the public source ecosystems around each industry
Signal 03
Integrated workflow
In Semrush's 481-person study, 81% of fully integrated teams reported AI-connected traffic or leads versus 36% of separate teams
Make research useful across marketing, product, and leadership
Source ledger
Evidence from prompt-scale visibility studies
Semrush shows AI visibility can be measured at prompt scale, Ahrefs shows citation attention concentrates around public sources, and the operational survey shows most teams still lack an integrated workflow. Public research can close that gap when it is structured as evidence.
Semrush's 126-million-prompt index establishes the size and category breadth of the measurement problem. Ahrefs adds a source-distribution view from more than 3 million U.S. queries, showing why public domains and publishers deserve analysis alongside brand mentions. The operational study supplies the organizational context: only 22% of 481 surveyed marketers reported fully integrated AI-search and SEO execution.
Those datasets answer different questions and should not be collapsed into one score. Prompt-scale research describes market representation, cited-domain research describes source concentration, and the workflow survey describes execution maturity. A public industry report can connect them by stating its market boundary, prompt model, source ledger, scoring rules, and update date, allowing every conclusion to be inspected rather than treated as a promotional ranking.
Semrush Releases Expanded 2026 AI Visibility Index, Analyzing 126 Million AI Search Prompts
The expanded study analyzes 126 million U.S. AI search prompts from January through April 2026 to measure brand mentions, citations, and representation.
The 50 Most-Cited Websites in Google AI Overviews (June 2026)
Ahrefs reviewed more than 3 million U.S. queries and found Google AI Overview source attention concentrated around large public platforms and publishers.
Introducing Search Generative AI performance reports in Search Console
Google introduced dedicated Search Console views for generative AI visibility, including impressions, surfaced pages, countries, devices, and time granularity.
Only 22% of marketers have fully integrated AI search and SEO
Semrush surveyed 481 marketers and found only 22% fully integrate SEO and AI search across strategy, execution, and reporting.
GEO interpretation
Industry reports need source-backed claims
Geolity turns industry research into crawlable, source-backed pages with semantic headings, data tables, methodology, and reusable prompt evidence for both buyers and answer engines.
A public industry report creates value when another reader or retrieval system can inspect how the conclusion was reached. Definitions, prompt coverage, publication dates, source roles, and market boundaries make the report reusable; unsupported rankings or image-only charts do not provide the same audit trail.
Geolity combines crawlable research pages with repeatable Prompts and source-backed Data Reports. That gives marketing teams a public benchmark, gives answer engines structured market evidence, and gives GEO Optimization a concrete starting point for page and citation improvements.
Evidence design
Publish tables machines can reuse
Each report should expose its industry definition, prompt coverage, source ledger, brand evidence, competitor observations, and page-readiness recommendations in semantic HTML and tables.
| Decision signal | Public evidence | Geolity capability | Expected outcome |
|---|---|---|---|
| Prompt coverage | Semrush - Semrush Releases Expanded 2026 AI Visibility Index, Analyzing 126 Million AI Search Prompts | Data Report | Make market evidence easier to review and reuse |
| Source concentration | Ahrefs - The 50 Most-Cited Websites in Google AI Overviews (June 2026) | Prompts | Give teams a reproducible visibility baseline |
| Integrated workflow | Google Search Central - Introducing Search Generative AI performance reports in Search Console | GEO Optimization | Turn public research into prioritized implementation |
Operating model
Research belongs to SEO, content, and brand
A research page should not be owned as content alone. SEO owns discoverability, analysts own source quality, brand owns narrative accuracy, and product marketing owns the commercial implications.
The report needs a repeatable editorial contract. Analysts define the market and record the sources, SEO protects canonical discovery and semantic structure, brand reviews how conclusions describe the category, and product marketing connects the findings to buyer decisions. Publishing only proceeds when the evidence table and the narrative support the same conclusion.
Geolity makes the report useful after publication rather than leaving it as static content. The industry questions become Prompts, the observed brands and citations become a Data Report baseline, and Competitor Analysis gives teams a comparable view of the market. Each source refresh can then update both the public report and the product workflow that relies on it, preserving a clear history of how the category evidence changed.
| Decision area | Baseline evidence | Geolity workspace | Review outcome |
|---|---|---|---|
| Prompt coverage | Semrush, June 26, 2026 | Data Report | Use industry-specific prompt groups, not generic SEO keywords |
| Source concentration | Ahrefs, June 1, 2026 | Prompts | Map the public source ecosystems around each industry |
| Integrated workflow | Google Search Central, June 3, 2026 | GEO Optimization | Make research useful across marketing, product, and leadership |
Geolity action
Refresh the report after every source shift
Geolity combines crawlable public research, repeatable Prompts, and source-backed Data Reports so each industry benchmark can support discovery, comparison, and a focused GEO Optimization plan.
Geolity's public research format keeps the market evidence in semantic HTML: headings identify the questions, tables expose brand and source comparisons, and original reporting remains linked beside the claim it supports. A clean markdown representation gives retrieval systems another structured view without replacing the canonical page or hiding evidence inside an image.
The same report can become an operational baseline inside the product. Prompts preserve the category questions, Data Report separates recommendation from citation, Competitor Analysis explains which brands and sources shape the answer, and GEO Optimization converts the strongest market opportunities into page actions. This links public research, buyer discovery, and measurable product work in one Geolity workflow.
- 01
Data Report
Present industry findings with semantic headings, source tables, and clear methodology
Make market evidence easier to review and reuse
- 02
Prompts
Connect each industry report to repeatable buyer-question families
Give teams a reproducible visibility baseline
- 03
GEO Optimization
Translate source roles and citation patterns into page opportunities
Turn public research into prioritized implementation