AI visibility rankings

Every listed site, ranked within its category and within the platform it is built on. A place comes from the Good for Bots Score alone.

How the score is calculated

Ranked: 190
Median score: 57
New this week: 22
Latest scan: 28 Oct 2026

Excellent 9
Good 27
Fair 110
Poor 44

The top 10 across the directory

Every site in the directory →

The top 10 across the directory, best first.
Place	Site	Readable base	Agent layer	Capabilities	Score
1st place	BuiltToWinWeb built2winweb.com Base 50 · Agent 50 · Penalties 0 Full passes: readable base 10 of 10, agent layer 7 of 7.	50	50	+5 A2A Agent Card, ACP discovery, API Catalog, auth.md, Web Bot Auth	View report for BuiltToWinWeb:
2nd place	Good for Bots goodforbots.com Base 50 · Agent 50 · Penalties 0 Full passes: readable base 3 of 3, agent layer 12 of 12.	50	50	+1 API Catalog	View report for Good for Bots:
3rd place	Appnary appnary.com Base 50 · Agent 49 · Penalties 0 Full passes: readable base 9 of 9, agent layer 6 of 7.	50	49	0	View report for Appnary:
4th place	BulkShare bulkshare.cloud Base 50 · Agent 48 · Penalties 0 Full passes: readable base 10 of 10, agent layer 6 of 7.	50	48	0	View report for BulkShare:
5th place	SwipeToLaunch swipetolaunch.com Base 49 · Agent 48 · Penalties 0 Full passes: readable base 9 of 10, agent layer 6 of 7.	49	48	+1 API Catalog	View report for SwipeToLaunch:
6th place	ProxyJam proxyjam.com Base 50 · Agent 45 · Penalties 0 Full passes: readable base 10 of 10, agent layer 6 of 7.	50	45	+3 Agent Skills discovery, API Catalog, auth.md	View report for ProxyJam:
7th place	Chrome Goldmine chromegoldmine.com Base 47 · Agent 49 · Penalties 0 Full passes: readable base 8 of 10, agent layer 6 of 7.	47	49	0	View report for Chrome Goldmine:
8th place	Maeve Social maevesocial.com Base 49 · Agent 43 · Penalties 0 Full passes: readable base 8 of 9, agent layer 5 of 7.	49	43	0	View report for Maeve Social:
9th place	Contents Pilot contentspilot.com Base 43 · Agent 48 · Penalties 0 Full passes: readable base 8 of 10, agent layer 6 of 7.	43	48	0	View report for Contents Pilot:
10th place	Allwebforms allwebforms.com Base 42 · Agent 46 · Penalties 0 Full passes: readable base 7 of 9, agent layer 5 of 7.	42	46	0	View report for Allwebforms:

Places follow the score; on an equal score, more agent capabilities (the +N on the badge) come first. Sites equal on both share a place. Filters and other orders hide rows but never renumber them.

New added in the last seven daysChecks:full passhalfmisseddoes not apply

By category

A category is the kind of site: documentation, an online shop, a blog. Each ranking compares sites built for the same job.

Rankings by category: each ranking with its number of sites, median score, bands and first place.
Ranking	Sites	Median	Bands	First place
SaaS & Web Apps	54	50	Excellent 3, Good 8, Fair 26, Poor 17	Appnary99
Developer Tools & APIs	39	63	Excellent 3, Good 7, Fair 23, Poor 6	Good for Bots100
AI Products & Agents	34	60	Excellent 1, Good 7, Fair 19, Poor 7	Contents Pilot90
Directories & Aggregators	24	56	Excellent 1, Good 2, Fair 17, Poor 4	SwipeToLaunch96
Education & Learning	9	63	Excellent 0, Good 1, Fair 7, Poor 1	HelpMeDegree79
Research & Reference	5	68	Excellent 0, Good 1, Fair 4, Poor 0	Can I 3D Print It?85
Blogs & Newsletters	3	61	Excellent 0, Good 0, Fair 3, Poor 0	Botmonster Tech66
Local Businesses & Services	3	66	Excellent 0, Good 0, Fair 3, Poor 0	Super Pest Control74
Companies & Agencies	3	81	Excellent 1, Good 1, Fair 1, Poor 0	BuiltToWinWeb100
Personal Sites & Portfolios	3	65	Excellent 0, Good 0, Fair 3, Poor 0	Mir Ahadul Islam68
Open Source Projects	1	52	Excellent 0, Good 0, Fair 1, Poor 0	EzDistro52
E-commerce Stores	1	37	Excellent 0, Good 0, Fair 0, Poor 1	Dropshipping desde cero37
Marketplaces & Booking	1	35	Excellent 0, Good 0, Fair 0, Poor 1	Growth Bounties35
Communities & Forums	1	70	Excellent 0, Good 0, Fair 1, Poor 0	VibeCodingList70
Other	1	49	Excellent 0, Good 0, Fair 1, Poor 0	Sky COTL Tools49

No sites yet: Documentation, News & Media, Government & Nonprofits.

By platform

The framework or CMS the scan found the site built with. Sites on the same platform can still score far apart.

Rankings by platform: each ranking with its number of sites, median score, bands and first place.
Ranking	Sites	Median	Bands	First place
Next.js	84	62	Excellent 6, Good 14, Fair 49, Poor 15	Good for Bots100
WordPress	10	50	Excellent 0, Good 1, Fair 5, Poor 4	WordPress Speed Optimization Service81
Astro	7	71	Excellent 0, Good 1, Fair 5, Poor 1	AmazingPlugins89
Lovable	5	79	Excellent 1, Good 2, Fair 1, Poor 1	Chrome Goldmine95
Nuxt	2	52	Excellent 0, Good 0, Fair 2, Poor 0	ImageToSTL.online58
SvelteKit	2	67	Excellent 0, Good 1, Fair 1, Poor 0	Tapetide78

From the latest scans

How every listed site does on each check

Missed most often

Typed discovery links94%
Missing or partial on 179 of the 190 sites it applies to. Guide: How to serve Markdown to AI agents with content negotiation →
AI usage preferences93%
Missing or partial on 176 of the 190 sites it applies to. Guide: How to write robots.txt rules for AI crawlers →
Markdown negotiation92%
Missing or partial on 174 of the 190 sites it applies to. Guide: How to serve Markdown to AI agents with content negotiation →

Where the top 10 pull ahead

Markdown at its own URL
Top 10100%Below18%
11 of 11 in the top 10 pass it, against 32 of 179 below.
Markdown negotiation
Top 1082%Below4%
9 of 11 in the top 10 pass it, against 7 of 179 below.
llms.txt quality
Top 10100%Below34%
11 of 11 in the top 10 pass it, against 61 of 179 below.

The share of sites passing each check on their latest scan. A check that does not apply to a site leaves it out of that check's share.
Check	This ranking	Top 10	Below
Readable base Share of sites with a full pass.
robots.txt	98%	100%	98%
Sitemaps	96%	100%	96%
schema.org structured data	72%	100%	70%
Semantic HTML	56%	82%	54%
Crawlable navigation links	92%	100%	92%
Names for links and buttons	88%	91%	88%
Names and semantics for form fields	72%	78%	72%
Roles, states and relationships for controls	73%	73%	73%
Canonical URL	93%	100%	93%
Section links	88%	100%	87%
Agent layer Share of sites with a full pass.
llms.txt	55%	100%	53%
llms.txt quality	38%	100%	34%
Markdown at its own URL	23%	100%	18%
Markdown negotiation	8%	82%	4%
Explicit AI crawler rules	34%	91%	31%
AI usage preferences	7%	55%	4%
Typed discovery links	6%	64%	2%
Penalties Share of sites where the problem was not found.
Bot challenges	98%	100%	98%
Indexing and snippet restrictions	100%	100%	100%
Content without JavaScript	99%	100%	99%
Search crawler access	99%	100%	99%
Homepage availability	99%	100%	99%
Page title and description	99%	100%	99%
Redirect chains	100%	100%	100%
Crawler response time	99%	100%	99%
Agent capabilities Share of sites that publish it. Never a point either way.
API Catalog	4%	36%	2%
auth.md	2%	18%	1%
MCP Server Card	0%	0%	0%
A2A Agent Card	2%	9%	2%
Agent Skills discovery	3%	9%	2%
WebMCP declarations	0%	0%	0%
Web Bot Auth	1%	9%	0%
x402 and MPP payments	1%	0%	1%
ACP discovery	1%	9%	0%
UCP discovery	0%	0%	0%
AMP discovery	0%	0%	0%

Where would your site place?

Scan it for free. The report shows its score, its place in its category and the fixes that would move it up.