Industries · B2B software and technology · Growth edition
Documentation the engines cite is a growth asset. Treat it like one.
Buyers researching a software category ask engines how to solve the problem, which approaches exist and which products fit. The engines cite documentation, comparisons and technical explanations that are structured, specific and current. Companies that treat documentation and product content as citation assets become the source for their category.
Opportunity
What the engines reward.
- Category and problem prompts answered by review sites and competitors’ documentation.
- Documentation rendered by client-side JavaScript and invisible to crawlers that do not execute it.
- Comparison prompts (this product versus that, this approach versus that) answered by third-party review platforms.
- Engineers and product leads invisible as authors.
- No measurement of category, competitor and problem prompts across engines.
What we do
The capabilities applied.
- Crawl and render readiness documentation every crawler can read
- llms.txt and machine-readable indexes a maintained map of what the site contains
- Comparison and decision content the category decisions, decided fairly
- Glossary and definitions the category vocabulary anchored to you
- Competitor citation benchmarking who is cited for the category today
- Competitor benchmarking your position against the market, quarterly
Evidence
What you can show.
- Competitor citation map for category prompts, then share of voice monthly.
- Crawler-eye audit of documentation and product pages.
- Citation ledger by page showing which documentation earns attribution.
- Board-level reporting on owned versus rented demand.
- Security and governance program: framework readiness, questionnaire evidence, cloud architecture review, AI governance for product features.
- Authority plan for a company that wants its documentation and comparisons cited across its category.
- Category plan for a company that intends to own its category in every answer engine, in several languages.
Questions
Asked before engaging.
Our documentation lives in a separate tool. Can it be included?|Usually. Crawl readiness, structure and indexes can be applied to documentation platforms, or the documentation can be built into the static site.
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Can we compare ourselves to competitors by name?|With verified claims and legal review. Approach comparisons are often safer and more useful.
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How does this relate to developer relations?|It gives it a measurement and a specification. Developer content that answers defined questions and is signed by engineers is authority content.
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By David Selakovic · Published 2026-10-16 · Revised 2026-10-16 · Reviewed every 180 days