Comparisons with published methodology Every claim dated & sourced

Self-improving AI assistants · Original data

AI crawler access test: can answer engines read these vendors?

Updated 2026-09-18 · markdown mirror

Verdict

6 of 6 tool sites reachable from our build machine on 2026-09-18. 0 of 6 restrict any checked AI crawler in robots.txt (policy undetermined for 2 — robots.txt served a non-robots page). 3 of 6 ship an /llms.txt (motion, lindy, mem). Median homepage TTFB: reflect fastest at 57ms, fathom slowest at 579ms.

AI crawler access test: can answer engines read these vendors? — n=6 tools, 3 runs per tool
ToolTTFB ms (median)HTML KB/llms.txtAI crawler policyBlocked bots
motion 57 Tested by us Checked 2026-09-18 /agentic-productivity/benchmarks/agentic-productivity-ai-crawler-access/ Our benchmark (n=6 tools × 3 runs) — methodology on the benchmark page 267.1 Tested by us Checked 2026-09-18 /agentic-productivity/benchmarks/agentic-productivity-ai-crawler-access/ Our benchmark (n=6 tools × 3 runs) — methodology on the benchmark page yes Tested by us Checked 2026-09-18 /agentic-productivity/benchmarks/agentic-productivity-ai-crawler-access/ Our benchmark (n=6 tools × 3 runs) — methodology on the benchmark page open Tested by us Checked 2026-09-18 /agentic-productivity/benchmarks/agentic-productivity-ai-crawler-access/ Our benchmark (n=6 tools × 3 runs) — methodology on the benchmark page none Tested by us Checked 2026-09-18 /agentic-productivity/benchmarks/agentic-productivity-ai-crawler-access/ Our benchmark (n=6 tools × 3 runs) — methodology on the benchmark page
reclaim 58 Tested by us Checked 2026-09-18 /agentic-productivity/benchmarks/agentic-productivity-ai-crawler-access/ Our benchmark (n=6 tools × 3 runs) — methodology on the benchmark page 359.7 Tested by us Checked 2026-09-18 /agentic-productivity/benchmarks/agentic-productivity-ai-crawler-access/ Our benchmark (n=6 tools × 3 runs) — methodology on the benchmark page no Tested by us Checked 2026-09-18 /agentic-productivity/benchmarks/agentic-productivity-ai-crawler-access/ Our benchmark (n=6 tools × 3 runs) — methodology on the benchmark page open Tested by us Checked 2026-09-18 /agentic-productivity/benchmarks/agentic-productivity-ai-crawler-access/ Our benchmark (n=6 tools × 3 runs) — methodology on the benchmark page none Tested by us Checked 2026-09-18 /agentic-productivity/benchmarks/agentic-productivity-ai-crawler-access/ Our benchmark (n=6 tools × 3 runs) — methodology on the benchmark page
lindy 112 Tested by us Checked 2026-09-18 /agentic-productivity/benchmarks/agentic-productivity-ai-crawler-access/ Our benchmark (n=6 tools × 3 runs) — methodology on the benchmark page 534.9 Tested by us Checked 2026-09-18 /agentic-productivity/benchmarks/agentic-productivity-ai-crawler-access/ Our benchmark (n=6 tools × 3 runs) — methodology on the benchmark page yes Tested by us Checked 2026-09-18 /agentic-productivity/benchmarks/agentic-productivity-ai-crawler-access/ Our benchmark (n=6 tools × 3 runs) — methodology on the benchmark page open Tested by us Checked 2026-09-18 /agentic-productivity/benchmarks/agentic-productivity-ai-crawler-access/ Our benchmark (n=6 tools × 3 runs) — methodology on the benchmark page none Tested by us Checked 2026-09-18 /agentic-productivity/benchmarks/agentic-productivity-ai-crawler-access/ Our benchmark (n=6 tools × 3 runs) — methodology on the benchmark page
mem 164 Tested by us Checked 2026-09-18 /agentic-productivity/benchmarks/agentic-productivity-ai-crawler-access/ Our benchmark (n=6 tools × 3 runs) — methodology on the benchmark page 12 Tested by us Checked 2026-09-18 /agentic-productivity/benchmarks/agentic-productivity-ai-crawler-access/ Our benchmark (n=6 tools × 3 runs) — methodology on the benchmark page yes Tested by us Checked 2026-09-18 /agentic-productivity/benchmarks/agentic-productivity-ai-crawler-access/ Our benchmark (n=6 tools × 3 runs) — methodology on the benchmark page unknown Tested by us Checked 2026-09-18 /agentic-productivity/benchmarks/agentic-productivity-ai-crawler-access/ Our benchmark (n=6 tools × 3 runs) — methodology on the benchmark page none Tested by us Checked 2026-09-18 /agentic-productivity/benchmarks/agentic-productivity-ai-crawler-access/ Our benchmark (n=6 tools × 3 runs) — methodology on the benchmark page
reflect 57 Tested by us Checked 2026-09-18 /agentic-productivity/benchmarks/agentic-productivity-ai-crawler-access/ Our benchmark (n=6 tools × 3 runs) — methodology on the benchmark page 435.8 Tested by us Checked 2026-09-18 /agentic-productivity/benchmarks/agentic-productivity-ai-crawler-access/ Our benchmark (n=6 tools × 3 runs) — methodology on the benchmark page no Tested by us Checked 2026-09-18 /agentic-productivity/benchmarks/agentic-productivity-ai-crawler-access/ Our benchmark (n=6 tools × 3 runs) — methodology on the benchmark page open Tested by us Checked 2026-09-18 /agentic-productivity/benchmarks/agentic-productivity-ai-crawler-access/ Our benchmark (n=6 tools × 3 runs) — methodology on the benchmark page none Tested by us Checked 2026-09-18 /agentic-productivity/benchmarks/agentic-productivity-ai-crawler-access/ Our benchmark (n=6 tools × 3 runs) — methodology on the benchmark page
fathom 579 Tested by us Checked 2026-09-18 /agentic-productivity/benchmarks/agentic-productivity-ai-crawler-access/ Our benchmark (n=6 tools × 3 runs) — methodology on the benchmark page 9.2 Tested by us Checked 2026-09-18 /agentic-productivity/benchmarks/agentic-productivity-ai-crawler-access/ Our benchmark (n=6 tools × 3 runs) — methodology on the benchmark page no Tested by us Checked 2026-09-18 /agentic-productivity/benchmarks/agentic-productivity-ai-crawler-access/ Our benchmark (n=6 tools × 3 runs) — methodology on the benchmark page unknown Tested by us Checked 2026-09-18 /agentic-productivity/benchmarks/agentic-productivity-ai-crawler-access/ Our benchmark (n=6 tools × 3 runs) — methodology on the benchmark page none Tested by us Checked 2026-09-18 /agentic-productivity/benchmarks/agentic-productivity-ai-crawler-access/ Our benchmark (n=6 tools × 3 runs) — methodology on the benchmark page

tested by us · documented at the source · unconfirmed, queued in /confirm.txt — hover or tap a dot for the source and date

Methodology

  1. Fetch https://<domain>/robots.txt with a plain HTTP GET and a desktop user agent.
  2. Parse User-agent groups line by line; a bot is blocked only if a group naming it (or the * wildcard) contains a 'Disallow: /' rule.
  3. Bots checked: GPTBot, ClaudeBot, CCBot, PerplexityBot, Google-Extended, Applebot-Extended, Bytespider.
  4. Policy: blocked = GPTBot, ClaudeBot, and CCBot all disallowed from /; partial = at least one checked bot disallowed; open = no restrictions; unknown = robots.txt unreachable.
  5. Fetch https://<domain>/llms.txt; llmsTxt = HTTP 200.
  6. Fetch the homepage 3 times; TTFB is time to response headers; report the median. HTML size is the decoded body length of the last successful fetch.

Limitations

Script: scripts/crawler-test.mjs · Run 2026-09-18 · Reproduce with npm run bench