A sample report on Claude's answers, prepared by locaihost data, on an invented business. Get one for your site: US$49 · Download the PDF
Illustrative sample. The business (example.com) and every answer in this report are made up to show the layout and the kind of findings. Nothing here describes a real company.
locaihost dataAI answer visibility report

Example

How often Claude's answers link to example.com for 3 questions customers ask, from the United States.

Site example.comChecked 24 October 2026Country the United StatesQuestions 3Asked 2 times per questionEngine Claude (API)
Claude, linked
1of 6

answers that link to example.com, 3 questions × 2 checks

API answer, may differ from claude.ai

Claude, named without a link
1of 6

more answers that name example.com but don't link to it

Claude's answers, one square per answer

Each of your 3 questions was asked 2 times: 6 answers from Claude. example.com was linked in 1 of them.

  • example.com linked
  • Links to other sites only
  • No links in the answer

01Key findings

  1. Claude's answers link to example.com in 1 of 6 (17%): “What is a widget” (1 of 2).
  2. example.com is named without a link in 1 more answer.
  3. rival.com is linked most often, in 4 of 6 answers; next is wiki.org with 3.
  4. 1 question got answers with no links in any of the 2 checks, so no site was cited: “Best widget supplier near me”.
  5. Claude answered 2 of 6 without searching the web, so those answers link to nothing.
  6. On 1 of the 3 questions, the 2 answers didn't agree: they linked to different sites, or linked in some answers and not others. That is normal for AI answers, and why each question is asked 2 times.
  7. Claude's answers link to 5 different pages in total, from 3 different sites.

02Question by question

Each question as Claude was asked it, with the sites its answers linked.

Claude: API answer, may differ from claude.ai. Asked through Anthropic's official API on 24 October 2026, as a user in the United States. Model: claude-haiku-5-5 with Anthropic's web search tool.

#Questionexample.com (answers)Sites linked
01What is a widgetLinked 1 of 2rival.com, example.com, wiki.org
02How much does a widget cost0 of 2rival.com, wiki.org
03Best widget supplier near me0 of 2named without a link in 1answered without searching in 2–

03Who Claude cites

How many of the 6 answers link to each site, counted once per answer. Sites linked in at least two answers are shown, plus yours.

04What the cited pages offer

Questions where Claude links to other sites and not example.com. For each, what we found on the cited pages: how they open, whether they have an FAQ section or tables, and how recently they were updated. Observations only.

How much does a widget cost

Links in 2 of 2 answers. Cited: rival.com, wiki.org. Not cited: example.com.

rival.com/guide/widgets

The page opens with a one-sentence definition, then a table.

Main heading
Widget guide
First paragraph
A definition straight after the main heading, starting A widget is
FAQ section
Yes: Questions (marked up as FAQPage)
Tables
1
Last updated
1 September 2026 (from the page's own markup)
Length
About 1,200 words of page text
Structured data
FAQPage

What to try

Drawn only from what the cited pages above do. Anthropic doesn't publish how Claude chooses its sources, so these are things to test, not a formula.

  1. Open the page with a one-sentence answer to the question, before any background.

05What Claude answered

The start of Claude's first answer to each question, and the sites it linked. They show how the question is answered today, and what a page of yours would be compared with.

01. What is a widgetLinked 1 of 2

A widget is a small part. Example.com sells them.

Sites linked: rival.com, example.com, wiki.org

02. How much does a widget costNot linked

Widgets cost between $5 and $50.

Sites linked: rival.com, wiki.org

03. Best widget supplier near meNo links

Example is one supplier worth a look.

06How this was checked

Each question was asked 2 times to Claude (claude-haiku-5-5 with Anthropic's web search tool) through Anthropic's official API on 24 October 2026, as typed, in a new conversation with no history, with the United States given as the user's location and Anthropic's web search tool available (Claude decides itself whether to search, up to three searches an answer). Each ask is one check. These are API answers and may differ from what claude.ai shows, especially to a signed-in user with history and settings.

Why 2 checks: Claude's answers, and the pages it cites, often differ between identical questions asked minutes apart. So each result is given as a count, such as "linked in 2 of 2 answers", and the score at the top counts answers, not questions.

An answer counts as citing a site when a passage of it carries a citation to one of the site's pages (subdomains included). Pages Claude was shown in its search results but didn't cite are not counted. A site named in the answer's text without a link is shown separately, as "named without a link". Sites are counted once per answer, however many of their pages are linked.

AI answers change from one day to the next and can differ between people and places, so this report is a careful snapshot, not a permanent ranking. A monthly re-check shows how it moves.

The page notes above come from reading each cited page on 24 October 2026. They describe what the page contains, nothing more: Anthropic doesn't publish how Claude chooses its sources.