None of these are traffic numbers, which is the uncomfortable part. Much of the value in this channel arrives without a click and shows up weeks later as somebody who already knew what you did before they contacted you.
What Honest Reporting Contains The prompt set, versioned and unchanged since last month. The raw answers, kept in full rather than summarised. Which competitors were named. Which sources were cited. What work was done. What moved, and the specific claim about which work caused it.
Watch the quality of enquiries as well as the count. A common early signal is that conversations start further along, with the prospect already aware of your price band, your typical timeline and what you do not do, because a machine told them before they arrived. That shows up in sales cycle length and in fewer wasted calls long before it shows up in any dashboard.
It is also worth recording the reason for every rule you keep. A disallow line with no explanation gets preserved indefinitely through migrations and redesigns because nobody dares remove something they do not understand. A one line comment saying who added it and why turns a permanent mystery into a decision that can be revisited.
The Blocks Nobody Chose Most blocking discovered during audits was never a decision. A disallow copied from a template. A staging rule that survived a migration. A security plugin with an aggressive default. A content delivery network setting labelled bot protection with a switch nobody has looked at since launch.
The idea is reasonable and adoption is inconsistent. Support varies by provider and no major system currently treats it as required. Treat it as a cheap and speculative addition rather than a deliverable worth paying much for.
Where you serve several towns, resist the instinct to claim the widest possible area. A stated coverage radius that you genuinely honour is more useful than a list of thirty places you would only travel to reluctantly, because the specific claim gets quoted and the vague one does not. Being the obvious answer within a tight radius produces more work than being one of many possibilities across a county.
Nobody outside the labs has the full picture, and anyone claiming otherwise is guessing with confidence. What we do have is a large volume of observable behaviour, published research and the citations that several assistants display openly, and those three together support some reasonably firm conclusions.
The distinction to draw is between flat results with the inputs completed, and flat results with the inputs missing. The first is a category or timing problem and may be worth persisting with. The second is a delivery problem.
What llms.txt Proposes It is a proposed convention: a file at your root offering a curated, plain text guide to your site for language model consumers, pointing at the documents you consider authoritative.
Get the Basics Right Before Anything Clever Once access is confirmed, check that content actually exists for a crawler to read. Load your important pages with JavaScript disabled. If your specifications, pricing, service areas or contact details vanish, they are effectively absent from this channel regardless of how permissive your robots file is.
A reasonable definition: after two quarters, no increase in mentions on buying intent prompts, no improvement in the accuracy of how you are described, and no new citations from the sources your category’s answers are built on. If all three are flat, the work is not landing.
What Makes a Comparison Page Quotable Most vendor comparison pages are unusable, because they are arguments dressed as comparisons. Every row favours the publisher and the conclusion was written first, which is transparent to a reader and produces nothing a model can lift as an impartial claim.
Everything else has to be transformed. A brand page has to be reframed as one option among several. A specification sheet has to be weighed against a competitor’s. A comparison page needs none of that work, which makes it the cheapest source to use.
What Ranking Does and Does Not Buy You Ranking still helps, because the retrieval step usually starts with a ai search visibility. But it buys far less than people assume. Ahrefs examined 15,000 long-tail prompts across four assistants in July 2025 and found roughly 80 percent of cited pages did not rank for the original query at all, with about 12 percent in the top ten.
Study the citation lists in almost any commercial category and one format keeps appearing: the page that weighs named options against each other. Comparison articles, alternatives pages, best of roundups and side by side tables get quoted far out of proportion to how many of them exist.
When to Change Supplier Three conditions justify it individually. Raw answers cannot be produced on request. The prompt set has been changed without disclosure, which invalidates every comparison in every report you have received. Or two quarters have passed with the agreed inputs completed and no movement on citation presence, accuracy or source coverage.
