53% of B2B companies missing from ChatGPT and AI search study

AnswerManiac.ai’s new Q2 2026 report found that more than half of 100 tracked B2B companies were not mentioned in tested ChatGPT or Perplexity responses. The findings offer a baseline for marketers trying to understand and improve AI search visibility across HR tech, fintech and B2B SaaS.

Why it matters: - AI search is becoming a discovery channel for B2B buyers, and the report suggests many brands are still invisible when prospects ask ChatGPT or Perplexity for solutions. - The findings give marketing teams a starting point for measuring whether their content and authority signals are strong enough to surface in AI-generated answers.

What happened: - AnswerManiac.ai released its State of AI Search for B2B SaaS: Q2 2026 AI Visibility Report. - The study measured whether 100 B2B companies appeared when buyers asked ChatGPT and Perplexity about specific business problems. - 53 of the 100 tracked companies were not mentioned in any tested response. - 47 companies appeared at least once. - 22 companies were cited by both AI engines.

The details: - The research covered three categories: HR tech, fintech and B2B SaaS. - In HR tech, 15 of 32 companies were cited. - Multiplier, Assembly, Breezy HR, Gem, Papaya Global, Timely, TalentLMS and 15Five each received a 100% visibility score in HR tech. - In fintech, 16 of 33 companies were cited. - Justt, Treasury Prime, Dwolla, MX and Footprint each scored 100% in fintech, while Unit scored 75%. - In B2B SaaS, 16 of 35 companies were cited. - Scribe, Fireflies.ai, Fathom, Avoma, Close and Crisp each scored 100% in B2B SaaS, while Trainual scored 75%. - AnswerManiac.ai developed 42 user-intent queries based on problems B2B buyers might bring to an AI engine. - The study avoided generic “best software” prompts. - Example prompts included payroll software that can handle multistate tax compliance and identity-verification tools that can detect synthetic identities without hurting conversion rates. - Each query was submitted once to ChatGPT using GPT-4o and once to Perplexity using Sonar Pro, for 84 query-engine tests. - Researchers recorded whether each relevant company appeared by name. - A company’s AI visibility score was the percentage of relevant queries in which it was cited, averaged across both engines. - Companies scoring 75% to 100% were classified as highly visible. - Companies that were never cited received a 0% score and were classified as invisible. - Perplexity cited more companies than ChatGPT across all three categories. - Highly visible companies commonly published detailed comparison pages, use-case guides and integration documentation. - Those companies also tended to maintain recent content, structured data and references from established third-party or community sources. - The complete report is available as the full methodology and findings. - Companies can request a free AI visibility audit.

Between the lines: - The report points to a practical pattern for AI search visibility: specific, well-structured content appears more likely to surface than broad marketing pages. - The concentration of 100% scores among companies with comparison pages, guides and documentation suggests AI engines may reward content that directly answers buyer intent. - The study is a snapshot, not a comprehensive market ranking, because it used two AI engines and one run per query. - Gemini and Claude were excluded this cycle because of API access constraints. - Responses can vary between sessions, so the scores are best read as a baseline.

What's next: - AnswerManiac.ai plans to add more engines and multi-run averaging in future quarterly reports. - B2B companies can use the report’s findings to audit where their brand is missing and prioritize content gaps tied to buyer questions. - AnswerManiac.ai is offering free visibility audits for companies that want to benchmark their current AI search presence.

The bottom line: - More than half of the tracked B2B companies did not show up in either ChatGPT or Perplexity, underscoring how early AI search visibility still is for many brands.