Thunderdome B2B SaaS AI Visibility Index

← All categories

September 2026 snapshot · 72 AI answers Contested

Rank Tracking: AI Visibility Ranking

Keyword rank tracking tools: monitor search positions across markets and devices over time. Right now, AccuRanker is the brand AI assistants recommend most, with a Visibility Score of 65 and the #1 spot in 8% of answers. Head-to-head: AccuRanker vs Semrush →

These rankings are measured from what the three models know from training, not a live web search. When the models DO search the web, see which sources they cite. Methodology.

AccuRanker and Semrush trade punches while the field watches.

The two leaders sit within 2 points of each other on overall score, but they win differently: AccuRanker shows up in 82% of answers yet gets first pick only 8% of the time, while Semrush leads first-pick mentions at 40% despite lower mention breadth. The model split sharpens the story further, with Claude heavily favoring Semrush at 80.4 versus AccuRanker's 58.3, making the race look different depending on which AI your buyer uses. Ahrefs and SE Ranking both clear 50% mention rates but sit roughly 20 points behind on score, confirming the top two have pulled meaningfully ahead.

AI-generated analysis of the September 2026 measurements.

# Brand Visibility Score Trend (3 mo) Mention rate Avg. position #1 pick rate Models
1 AccuRanker
65
±3.6
Jul 2026: 57.6 · Aug 2026: 53.5 · Sep 2026: 64.9 ▲ 11 82% 3.1 8% ChatGPT #1 Claude #2 Gemini #1
2 Semrush
63
±4.9
Jul 2026: 56.5 · Aug 2026: 59.9 · Sep 2026: 62.9 flat 71% 2.1 40% ChatGPT #2 Claude #1 Gemini #4
3 Ahrefs
44
±6.4
Jul 2026: 45.7 · Aug 2026: 50.1 · Sep 2026: 44.4 flat 57% 3.2 1% ChatGPT #4 Claude #3 Gemini #5
4 SE Ranking
42
±4.5
Jul 2026: 44.7 · Aug 2026: 44.9 · Sep 2026: 42.1 flat 56% 3.4 19% ChatGPT #3 Claude #9 Gemini #2
5 Nightwatch
31
±5.2
Jul 2026: 33.1 · Aug 2026: 30.7 · Sep 2026: 30.8 flat 47% 4.5 1% ChatGPT #8 Claude #5 Gemini #3
6 Wincher
21
±5.5
Jul 2026: 21.1 · Aug 2026: 17.8 · Sep 2026: 21.3 flat 33% 4.6 4% ChatGPT #5 Claude #13 Gemini #6
7 Mangools
20
±6.7
Jul 2026: 21 · Aug 2026: 22.8 · Sep 2026: 20.4 flat 32% 4.7 1% ChatGPT #7 Claude #6 Gemini #9
8 BrightLocal
19
±4
Jul 2026: 16 · Aug 2026: 16.1 · Sep 2026: 18.9 flat 28% 4.2 6% ChatGPT #6 Claude #10 Gemini #7
9 AgencyAnalytics
14
±3
Jul 2026: 12.2 · Aug 2026: 13.1 · Sep 2026: 14.4 flat 18% 3.0 1% ChatGPT #10 Claude #7 Gemini #10
10 Conductor
12
±0.7
Jul 2026: 12.8 · Aug 2026: 12.6 · Sep 2026: 12.2 flat 18% 4.3 4% ChatGPT #9 Claude #11 Gemini #11
11 SERPWatcher
10
±5.3
Jul 2026: 11.7 · Aug 2026: 8.8 · Sep 2026: 10 flat 13% 3.0 3% ChatGPT Claude #4 Gemini
12 BrightEdge
9
±2.3
Jul 2026: 11 · Aug 2026: 10.3 · Sep 2026: 9.3 flat 13% 3.6 1% ChatGPT #11 Claude #14 Gemini #12
13 STAT Search Analytics
9
±3.5
Jul 2026: 8.1 · Aug 2026: 5.7 · Sep 2026: 8.9 flat 13% 3.9 3% ChatGPT #12 Claude #15 Gemini #8
14 Google Search Console
9
±3.2
Jul 2026: 11.8 · Aug 2026: 9.6 · Sep 2026: 8.6 flat 19% 6.6 0% ChatGPT #14 Claude #8 Gemini #14
15 SerpRobot
8
±2.2
Jul 2026: 9.7 · Aug 2026: 9 · Sep 2026: 7.9 flat 11% 3.9 3% ChatGPT #13 Claude #12 Gemini #13

The ± under each score is the reliability band: how much the number would move if we re-ran the identical measurement. It is tight because each prompt is sampled multiple times. It is not the same as how much the ranking depends on which prompts we ask — a separate, wider figure shown on hover.

Just below the cutoff: seoClarity (6.3), Moz Pro (5.3), DataForSEO (5.1), Advanced Web Ranking (4.2), Rank Ranger (3.5). 37 brands were scored in this category; the leaderboard shows the top 15.

Visibility Score: position-weighted presence across all measured answers, 0 to 100. A score of 100 means the brand was the first recommendation in every answer. Every point in a trend line is a live monthly measurement; there is no modeled or backfilled history. Full methodology.

Openness 35/100: the share of this category's recommendation weight not held by the leader.

Compare brands in Rank Tracking head-to-head →  ·  Explore the prompt tree →

Get alerted on big movements

We rerun the index every month. Drop your email and pick what to watch in Rank Tracking: the whole category or specific brands. Free, unsubscribe anytime.

Or watch specific brands:

Do the models agree?

Per-model Visibility Scores for the top 10. A long gray bar means the three assistants disagree about the brand. Hover a row for exact values.

ChatGPT Claude Gemini
0 25 50 75 100 Visibility Score · 0 = never mentioned, 100 = always the first recommendation AccuRanker Semrush Ahrefs SE Ranking Nightwatch Wincher Mangools BrightLocal AgencyAnalytics Conductor

Where they land in the answer

When a brand is mentioned, where does it appear? Box shows the middle 50% of positions, the thick line is the median, whiskers are the extremes. Hover a row for the detail.

1 2 3 4 5 6 7 8 9 10 11 12 Position in the answer · 1 = the first product recommended AccuRanker Semrush Ahrefs SE Ranking Nightwatch Wincher Mangools BrightLocal AgencyAnalytics Conductor

What each model recommends first

ChatGPT

gpt-5.4

1 AccuRanker
71
2 Semrush
61
3 SE Ranking
58
4 Ahrefs
47
5 Wincher
27

Claude

claude-sonnet-4-6

1 Semrush
80
2 AccuRanker
58
3 Ahrefs
54
4 SERPWatcher
30
5 Nightwatch
29

Gemini

gemini-3-flash-preview

1 AccuRanker
65
2 SE Ranking
53
3 Nightwatch
48
4 Semrush
47
5 Ahrefs
32

The questions we asked

Each model answered every prompt 3 times in September 2026. Prompts are brand-neutral so no vendor gets seeded into the question.

  1. Best overall
    What's the best rank tracking tool for SEO? See who wins it →
  2. Use-case fit
    We manage SEO for a dozen clients and need reliable daily rank tracking with white-label reports. What should we use? See who wins it →
  3. Top tools in 2026
    What are the top keyword rank trackers in 2026? See who wins it →
  4. Startup & small team
    Which rank tracker should a small in-house SEO team pick? See who wins it →
  5. Enterprise pick
    Which rank tracking platform should a large enterprise standardize on, considering security, compliance, and scale? See who wins it →
  6. Feature-led ask
    I need local and mobile rank tracking with an API for dashboards. What do you recommend? See who wins it →
  7. If you could pick one
    If you could only pick one rank tracking tool, which one and why? See who wins it →
  8. Budget & alternatives
    What's a good cheap alternative to the enterprise rank tracking suites? See who wins it →