Brand report · September 2026

Crawl4AI: AI Visibility Report

When buyers ask ChatGPT, Claude, and Gemini about seo crawlers & site audit, Crawl4AI ranks #13 of 15, a Visibility Score of 7 in SEO Crawlers & Site Audit .

These rankings are measured from what the three models know from training, not a live web search. The live-web grounded surface is rolling out across the index. Methodology.

How AI sees Crawl4AI

One category, bottom third, barely registering with buyers.

Where it wins. Crawl4AI does earn a foothold in SEO Crawlers and Site Audit through feature-led prompts, where its 8.3% mention rate shows the models know it exists. That narrow prompt theme is the one door that stays cracked open.

Where it loses. A 1.4% first-pick rate in a 15-tool field means buyers almost never land on Crawl4AI as the answer, and it drops out entirely when prompts shift to best-overall, enterprise, startup, or budget framing, which together cover most of how real buyers actually ask.

AI-generated analysis of the September 2026 measurements.

SEO Crawlers & Site Audit · #13 of 15

7 / 100 flat vs last month

8%

mention rate (72 answers)

3

avg. position

1%

first pick

1%

share of voice

ChatGPT

3

Claude

10

Gemini

7

How the models portray Crawl4AI

Being named is not the same as being recommended. Each mention is graded endorsed (a strong pick), listed (a neutral option), or caveated (named with a reservation).

67% 17% 17%

endorsed · 95% band 30–90% listed caveated graded across 6 mentions in SEO Crawlers & Site Audit answers

Prompt themes Crawl4AI would want to own

Share of each theme's answers that mention Crawl4AI. Hover a row for the exact prompt. Compare shapes on the head-to-head page.

6/9 · #1×1

0/9

0/9

0/9

0/9

0/9

If you could pick one

0/9

Budget & alternatives

0/9

Gaps Best overall · Use-case fit · Top tools in 2026 · Startup & small team · Enterprise pick · If you could pick one · Budget & alternatives

Most co-mentioned competitors

Share of Crawl4AI's mentions where the AI models name this brand in the same answer. That is the real competitive set in the AI channel.

Firecrawl

100%

Apify

83%

Browserbase

33%

Crawlee

33%

Spider

33%

Playwright

17%

Scores are measured from real AI answers, refreshed monthly. Methodology.

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