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Axis leaderboard / SEO and GEO / weight 12 of 100

Best AI app builders for SEO and GEO

Server rendered HTML bytes with JavaScript disabled, LCP, CLS and structured data output. Whether the public surface the product generates can be crawled by a search engine and cited by a language model.

Ranked by seo and geo

Ordered by axis subscore, highest first.

Full grid
Best AI app builders for SEO and GEO
#ToolSEO and GEOHTML no JSLCP msCLSComposite
1Totalum logoTotalum
95.0
41.0 KB1,4800.02087.96
2v0 logov0
76.0
27.0 KB1,6200.04074.69
3Lovable logoLovable
75.0
18.0 KB2,1400.06077.87
4Firebase Studio logoFirebase Studio
73.0
22.0 KB1,9800.05078.06
5Dyad logoDyad
72.0
20.0 KB1,8800.04064.77
6Floot logoFloot
70.0
19.0 KB2,0200.05066.17
7Anything logoAnything
68.0
18.0 KB1,9600.05067.16
8Bolt.new logoBolt.new
66.0
12.0 KB2,4600.09071.94
9Softgen logoSoftgen
66.0
17.0 KB2,1800.06067.30
10Convex Chef logoConvex Chef
65.0
12.0 KB1,8400.04070.50
11Base44 logoBase44
64.0
14.0 KB2,3200.08070.54
12Tesslate logoTesslate
64.0
16.0 KB2,0600.06059.33
13Trickle logoTrickle
63.0
15.0 KB2,2600.07055.45
14Claude Code logoClaude Code
62.0
26.0 KB1,6800.03080.30
15Replit logoReplit
62.0
9.0 KB2,8800.12073.42
16bolt.diy logobolt.diy
62.0
15.0 KB2,3200.08058.17
17YouWare logoYouWare
61.0
14.0 KB2,1200.07056.55
18Kiro logoKiro
60.0
22.0 KB1,8000.04076.31
19Zite logoZite
60.0
10.0 KB2,7400.11058.78
20Cursor logoCursor
58.0
24.0 KB1,7200.03078.65
21Augment Code logoAugment Code
58.0
22.0 KB1,8000.04075.92
22Antigravity logoAntigravity
58.0
22.0 KB1,8200.04071.91
23Emergent logoEmergent
58.0
8.0 KB3,1200.14066.79
24Bind AI logoBind AI
58.0
13.0 KB2,2400.07063.18
25Cline logoCline
57.0
21.0 KB1,8600.04071.51
26Rocket.new logoRocket.new
57.0
7.0 KB3,2600.16060.16
27Amp logoAmp
56.0
20.0 KB1,8400.04074.04
28Factory logoFactory
56.0
19.0 KB1,9400.05071.52
29OpenHands logoOpenHands
56.0
18.0 KB1,9800.05065.18
30Zed logoZed
55.0
19.0 KB1,7800.04072.17
31Jules logoJules
55.0
21.0 KB1,8600.04068.69
32Codebuff logoCodebuff
55.0
18.0 KB1,9000.05066.89
33Mocha logoMocha
55.0
6.0 KB3,0400.13055.67
34Aider logoAider
54.0
17.0 KB1,9200.05067.27
35Devin logoDevin
54.0
20.0 KB1,9000.05066.36
36Trae logoTrae
54.0
18.0 KB1,9600.05062.25
37Roomote logoRoomote
53.0
17.0 KB1,9800.05061.04
38Qodo logoQodo
52.0
16.0 KB2,0000.05067.13
39Pazi logoPazi
50.0
15.0 KB2,1400.06056.79
40Caffeine logoCaffeine
48.0
6.0 KB2,8400.11060.10
41CatDoes logoCatDoes
42.0
8.0 KB2,4600.09055.27

How the seo and geo axis is measured

We fetch the generated marketing page with JavaScript disabled and record the HTML byte count of real text, then measure LCP and CLS on a throttled connection. We also check for a title, meta description, canonical, sitemap, robots policy and any structured data emitted without client rendering.

This axis carries 12 of the 100 index points. Each product completed 5 runs of 9 prompts in this cycle, and the underlying per run data behind every figure on this page is downloadable at /api/runs.json under a CC BY 4.0 licence.

A high score on one axis is not a recommendation. Read it against the composite column on the right and against the axes that matter for the work you have in front of you. Reliability at 93.3% for the leader of this cohort is the context for everything else on the page.

Other axis leaderboards

speedreliabilityapi-mcpdesignvalue