How to Find Why AI Answers Don't Cite Your Business

Question 1

What should I check before paying for a tool that finds AI citation gaps?

Accepted Answer

The article recommends picking one buyer question, not a broad keyword, using buyer wording such as best commercial plumber for restaurants in Austin with 24-hour service. According to groas, the exact wording should be run twice in fresh sessions across multiple AI surfaces, with who was named, linked and recommended recorded in one prompt sheet. The point is not to make every answer name you, but to learn what is missing, fix what you control and know what a tool would have to do beyond the list.

Question 2

Does my existing page actually state the answer an AI could cite?

Accepted Answer

According to groas, one page must own the exact question, with the answer in the first 60 words in two or three sentences and a standalone sentence that states the relevant number, price range or named option. The article recommends adding a short scannable table only where the buyer question calls for a comparison, merging any second page that splits the answer, and placing proof beside claims that need it. Sourced statistics and quotations were associated with greater visibility in the GEO benchmark, but they cannot rescue an answer the page never states.

Question 3

Can an AI engine reach and lift the answer on my page?

Accepted Answer

The article recommends keeping the answer in plain HTML text visible on a logged-out page, using headings that match the buyer’s sub-questions, and showing published and updated dates in text. According to groas, a dated, list-structured changelog drew 182 live fetches while three category pages drew zero, and in one 70-file audit 22 of the 26 files that named AI crawlers blocked at least one. The owner URL must be in the sitemap and return 200 when logged out, and no firewall rule may block what robots.txt allows.

Question 4

Is there proof for my answer beyond my own page?

Accepted Answer

According to groas, a third-party page already cited for the question should name the brand, repeat core facts such as brand name, price range and service area accurately, and be backed by agreement across the site, business profile and leading listings. The article recommends linking an independent review, directory or press page beside any quality claim and recording competitors that won mentions, citations or recommendations on the same prompt sheet. An unrelated directory entry does not count as proof that the particular answer is covered.

Question 5

What should a content-gap platform do to earn its fee?

Accepted Answer

According to groas, a platform earns its fee by repeating the checks across many questions without blending losses into one visibility score, while separating mentions, citations and recommendations, retaining winning brands and letting results be inspected by business question. The article states that reporting a failed check is not the same as writing the missing sentence, addressing a crawl block or retesting, and that groas takes the execution route with always-on work logged with its reasoning. A vendor should show the prompt, the separate outcomes and subsequent runs, not declare victory from one appearance.

Question 6

How often should I rerun buyer prompts to know if a fix held?

Accepted Answer

The article recommends rerunning the same 10-20 buyer prompts on a fixed schedule, not stopping after one good answer. According to groas, the useful default for most SMBs is to run money prompts daily for a week to establish a baseline, then keep money prompts daily, stable prompts weekly and low-priority prompts monthly. Answers change by session and day, so skipping the schedule risks paying to rewrite a page that lost to noise or stopping work on one that still loses.