cloro
AI Visibility Leaderboard

SEO Platforms

All-in-one SEO suites covering research, audits, tracking, and reporting. Ranked by how often ChatGPT, Gemini, Copilot, Google AI Mode mention and cite each brand when asked 5 buyer questions.

This ranks what the engines say. For our own tested ranking, see best AI SEO tools.

10
Brands ranked
5
Buyer questions
20
Engine answers
4
AI engines

Share of voice, in the table below, is each brand's share of all brand mentions in the category that week.

1.Semrush
semrush.com
78.2
Share of voice
31%
Named / Cited
20 / 5
Week
–
2.Ahrefs
ahrefs.com
66.7
Share of voice
28%
Named / Cited
18 / 5
Week
–
3.SE Ranking
seranking.com
45.2
Share of voice
17%
Named / Cited
11 / 4
Week
–
4.Conductor
conductor.com
30.8
Share of voice
6%
Named / Cited
4 / 3
Week
▲1
5.Moz
moz.com
25
Share of voice
9%
Named / Cited
6 / 1
Week
▼1
6.BrightEdge
brightedge.com
19.5
Share of voice
6%
Named / Cited
4 / 1
Week
–
7.Sistrix
sistrix.com
5.5
Share of voice
2%
Named / Cited
1 / 0
Week
▲2
8.Mangools
mangools.com
0
Share of voice
0%
Named / Cited
0 / 0
Week
▼1
9.Serpstat
serpstat.com
0
Share of voice
0%
Named / Cited
0 / 0
Week
▼1
10.SpyFu
spyfu.com
0
Share of voice
0%
Named / Cited
0 / 0
Week
–

Snapshot for the week of October 19, 2026. Named = the engine wrote the brand into its answer. Cited = the engine linked the brand's own domain as a source, out of 20 answers.

Do the engines agree?

How often each engine named the brand, as a share of the questions it answered. Reading across a row shows whether the engines are describing the same market — the spread column is the gap between the engine that names the brand most and the one that names it least.

ChatGPTGeminiCopilotGoogle AI ModeSpread
Semrush1001001001000
Ahrefs1006010010040
SE Ranking6060406020
Conductor202020200
Moz400602060
BrightEdge202020200
Sistrix0020020
Named in 0%100% of answers

Values are the percentage of that engine's answers naming the brand. Each engine answered the same 5 questions here, so a cell moves in steps of 20 points. Moz is named in more than half of one engine's answers and never mentioned by another — the engines are not describing the same shortlist.

Named vs cited in SEO Platforms

Two different kinds of visibility. The filled dot is how often engines wrote the brand into the answer; the hollow dot is how often they linked the brand's own domain as a source. The bar between them is the gap — and where the filled dot sits to the left, the brand is cited more often than it is recommended.

Named in the answerCited as a source
Semrush+75
Ahrefs+65
SE Ranking+35
Conductor+5
Moz+25
BrightEdge+15
Sistrix+5
Mangools0
Serpstat0
SpyFu0
0%25%50%75%100%

Gap column is percentage points, named minus cited. Widest this week: Semrush, named in 100% of answers but cited in 25%.

Where AI looks for SEO Platforms

Domains the engines cited most across this category's answers this week. These are the surfaces that shape AI recommendations here, and where coverage is worth checking first.

semrush.com×21ahrefs.com×11conductor.com×11onelittleweb.com×8ewrdigital.com×5seranking.com×5commons.wikimedia.org×4help.ahrefs.com×4seekvectors.com×4topelevens.com×4

How this is measured

Every week cloro asks each engine the same 5 buyer-intent questions with US localization, then scores the answers with deterministic string and URL matching — no LLM judge, so the same answers always give the same score. The 0–100 AI Visibility Score weights mention rate (60%), citation rate (25%), and how early a brand is named (15%).

Read the full methodology →

Cite this study

cloro. (October 19, 2026). AI Visibility Leaderboard — SEO Platforms (Week of 2026-10-19) [Data set]. cloro Research. https://cloro.dev/ai-visibility/seo-platforms/

Underlying data · CC BY 4.0

Week of 2026-10-19, unchanged since publication. The page above refreshes weekly.

cloro.dev/ai-visibility/data/2026-10-19.json

Frequently asked questions

How is the AI Visibility Score calculated?

The score runs 0–100 and combines three signals: how often the brand is mentioned across engine answers (60%), how often an engine cites the brand's own domain as a source (25%), and how early the brand appears when it is named (15%). Detection is deterministic string and URL matching, not an LLM judgement, so the same answers always produce the same score.

Which AI engines are included?

This snapshot covers ChatGPT, Gemini, Copilot, Google AI Mode. Every engine is asked the same 5 buyer-intent questions with US localization, giving 20 engine answers for this category.

How often does the leaderboard update?

Weekly. A fresh sweep runs every Monday (UTC) and each page is stamped with the week it reflects. Rankings are deliberately not real-time — AI recommendations do not move hour to hour, and dated snapshots are easier to cite and compare.

What is the difference between a mention and a citation?

A mention means the engine named the brand in its answer text. A citation means the engine linked the brand's own domain as a source. They are tracked separately because they are different kinds of visibility — a brand can be cited as a source without ever being recommended, and vice versa.

Can I reuse this data?

Yes. Everything here is free to reuse with attribution under CC BY 4.0 — cite the category page and the week it covers.

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