AI Index / B2B intent data platforms

Best B2B intent data platforms

What AI assistants actually recommend when buyers ask about b2b intent data platforms — measured weekly across 4 engines, published as open data.

Updated 2026-08-02 · 70 sampled answers · rolling 4-week window · methodology

Rankings are measured from sampled AI answers — never editorial, never paid. Orbator builds AI-visibility tooling; when Orbator itself appears in any category, it is measured by the same rules as everyone else.

Updated weekly70 samples4 enginesmethodology

Sample: 70 AI answers · Window: Jul 5, 2026Aug 2, 2026 (4-week rolling) · trend vs prior 4 weeks (51 answers)

What is the best b2b intent data platforms?

Across 70 sampled AI answers from 4 engines, Bombora is recommended most often — appearing in 68.6% of recommendations, followed by ZoomInfo (65.7%) and 6sense (55.7%).

This is a measurement of share of voice across 4 AI engines — not an editorial pick. See the full ranking below.

#ProductShareTrendEngines
1
Bombora

bombora.com

Best for: AI recommends Bombora most when buyers ask affordable alternatives to large enterprise B2B intent data providers (100% of those answers)

68.6%

95% CI 5778.2%

48 mentions · avg pos 5

first pick 33.3%

GEMINI 67.9%CHATGPT 71.4%CLAUDE 71.4%PERPLEXITY 67.9%
Claim
2
ZoomInfo

pipeline.zoominfo.com

Best for: AI recommends ZoomInfo most when buyers ask best B2B intent data platforms for identifying in-market buyers (100% of those answers)

65.7%

95% CI 5475.8%

46 mentions · avg pos 8.7

first pick 4.3%

GEMINI 71.4%CHATGPT 57.1%CLAUDE 42.9%PERPLEXITY 67.9%
Claim
3
6sense

6sense.com

Best for: AI recommends 6sense most when buyers ask best B2B intent data platforms for identifying in-market buyers (100% of those answers)

55.7%

95% CI 44.166.8%

39 mentions · avg pos 4.7

first pick 25.6%

GEMINI 53.6%CHATGPT 57.1%CLAUDE 42.9%PERPLEXITY 60.7%
Claim
4
Demandbase

demandbase.com

Best for: AI recommends Demandbase most when buyers ask best B2B intent data platforms for identifying in-market buyers (100% of those answers)

52.9%

95% CI 41.364.1%

37 mentions · avg pos 5.1

first pick 2.7%

GEMINI 50%CHATGPT 28.6%CLAUDE 42.9%PERPLEXITY 64.3%
Claim
5
Outreach.io

outreach.io

Best for: AI recommends Outreach.io most when buyers ask how do I use intent data to prioritize which accounts my sales team should focus on (100% of those answers)

47.1%

95% CI 35.958.7%

33 mentions · avg pos 6

first pick 15.2%

GEMINI 57.1%CHATGPT 28.6%CLAUDE 14.3%PERPLEXITY 50%
Claim
6
G2 Buyer Intent

Best for: AI recommends G2 Buyer Intent most when buyers ask affordable alternatives to large enterprise B2B intent data providers (75% of those answers)

47.1%

95% CI 35.958.7%

33 mentions · avg pos 7

first pick 9.1%

GEMINI 46.4%CHATGPT 71.4%CLAUDE 14.3%PERPLEXITY 50%
Claim
7
Cognism

cognism.com

Best for: AI recommends Cognism most when buyers ask best B2B intent data platforms for identifying in-market buyers (83.3% of those answers)

44.3%

95% CI 33.255.9%

31 mentions · avg pos 9.6

first pick 0%

GEMINI 50%CHATGPT 14.3%CLAUDE 42.9%PERPLEXITY 46.4%
Claim
8
Apollo AI

apollo.io

Best for: AI recommends Apollo AI most when buyers ask affordable alternatives to large enterprise B2B intent data providers (91.7% of those answers)

38.6%

95% CI 2850.3%

27 mentions · avg pos 5.6

first pick 29.6%

GEMINI 53.6%CHATGPT 28.6%CLAUDE 14.3%PERPLEXITY 32.1%
Claim
9
Leadfeeder

leadfeeder.com

Best for: AI recommends Leadfeeder most when buyers ask affordable alternatives to large enterprise B2B intent data providers (100% of those answers)

31.4%

95% CI 21.843%

22 mentions · avg pos 5.7

first pick 18.2%

GEMINI 32.1%CHATGPT 14.3%CLAUDE 42.9%PERPLEXITY 32.1%
Claim
10
TechTarget

techtarget.com

Best for: AI recommends TechTarget most when buyers ask which intent data provider has the best coverage for technology and SaaS buying signals (91.7% of those answers)

31.4%

95% CI 21.843%

22 mentions · avg pos 6.9

first pick 4.5%

GEMINI 32.1%CHATGPT 42.9%CLAUDE 42.9%PERPLEXITY 25%
Claim
11
Dealfront

Best for: AI recommends Dealfront most when buyers ask affordable alternatives to large enterprise B2B intent data providers (91.7% of those answers)

24.3%

95% CI 15.835.5%

17 mentions · avg pos 5.4

first pick 17.6%

GEMINI 28.6%CHATGPT 14.3%CLAUDE 42.9%PERPLEXITY 17.9%
Claim
12
RB2B

rb2b.io

Best for: AI recommends RB2B most when buyers ask affordable alternatives to large enterprise B2B intent data providers (50% of those answers)

17.1%

95% CI 10.127.6%

12 mentions · avg pos 13.9

first pick 8.3%

GEMINI 21.4%CHATGPT 28.6%CLAUDE 42.9%PERPLEXITY 3.6%
Claim
13
UserGems

usergems.com

Best for: AI recommends UserGems most when buyers ask affordable alternatives to large enterprise B2B intent data providers (58.3% of those answers)

17.1%

95% CI 10.127.6%

12 mentions · avg pos 15.8

first pick 0%

GEMINI 3.6%CHATGPT 28.6%PERPLEXITY 32.1%
Claim
14
Factors.ai

factors.ai

Best for: AI recommends Factors.ai most when buyers ask best tools for using buyer intent signals to prioritize outbound sales efforts (58.3% of those answers)

14.3%

95% CI 7.924.3%

10 mentions · avg pos 15.5

first pick 0%

GEMINI 10.7%CHATGPT 14.3%PERPLEXITY 21.4%
Claim
15
HubSpot CRM

hubspot.com

Best for: AI recommends HubSpot CRM most when buyers ask best tools for using buyer intent signals to prioritize outbound sales efforts (66.7% of those answers)

14.3%

95% CI 7.924.3%

10 mentions

first pick 0%

GEMINI 14.3%PERPLEXITY 21.4%
Claim
16
TechTarget Priority Engine

Best for: AI recommends TechTarget Priority Engine most when buyers ask which intent data provider has the best coverage for technology and SaaS buying signals (50% of those answers)

12.9%

95% CI 6.922.7%

9 mentions · avg pos 10.1

first pick 0%

GEMINI 7.1%CHATGPT 42.9%PERPLEXITY 14.3%
Claim
17
Lusha

lusha.com

Best for: AI recommends Lusha most when buyers ask best tools for using buyer intent signals to prioritize outbound sales efforts (58.3% of those answers)

11.4%

95% CI 5.921%

8 mentions · avg pos 7.1

first pick 12.5%

GEMINI 14.3%CLAUDE 14.3%PERPLEXITY 10.7%
Claim
18
Autobound

autobound.ai

Best for: AI recommends Autobound most when buyers ask affordable alternatives to large enterprise B2B intent data providers (50% of those answers)

11.4%

95% CI 5.921%

8 mentions · avg pos 7.3

first pick 0%

CHATGPT 42.9%PERPLEXITY 17.9%
Claim
19
SalesIntel

salesintel.com

Best for: AI recommends SalesIntel most when buyers ask affordable alternatives to large enterprise B2B intent data providers (41.7% of those answers)

11.4%

95% CI 5.921%

8 mentions · avg pos 7.5

first pick 0%

GEMINI 14.3%PERPLEXITY 14.3%
Claim
20
Warmly

warmly.ai

Best for: AI recommends Warmly most when buyers ask affordable alternatives to large enterprise B2B intent data providers (66.7% of those answers)

11.4%

95% CI 5.921%

8 mentions · avg pos 11.5

first pick 0%

GEMINI 10.7%CHATGPT 28.6%PERPLEXITY 10.7%
Claim
21
Saleshandy

saleshandy.com

Best for: AI recommends Saleshandy most when buyers ask affordable alternatives to large enterprise B2B intent data providers (33.3% of those answers)

11.4%

95% CI 5.921%

8 mentions · avg pos 12

first pick 0%

GEMINI 3.6%PERPLEXITY 25%
Claim
22
Seamless.AI

seamless.ai

Best for: AI recommends Seamless.AI most when buyers ask best tools for using buyer intent signals to prioritize outbound sales efforts (33.3% of those answers)

10%

95% CI 4.919.2%

7 mentions · avg pos 10.7

first pick 0%

GEMINI 14.3%PERPLEXITY 10.7%
Claim
23
Intentsify

intentsify.io

Best for: AI recommends Intentsify most when buyers ask how do I use intent data to prioritize which accounts my sales team should focus on (33.3% of those answers)

8.6%

95% CI 417.5%

6 mentions · avg pos 4.5

first pick 0%

GEMINI 3.6%CHATGPT 14.3%CLAUDE 14.3%PERPLEXITY 10.7%
Claim
24
Crunchbase

crunchbase.com

Best for: AI recommends Crunchbase most when buyers ask what should I use to find companies that are actively researching my category (41.7% of those answers)

8.6%

95% CI 417.5%

6 mentions · avg pos 5.4

first pick 16.7%

GEMINI 7.1%CHATGPT 14.3%CLAUDE 14.3%PERPLEXITY 7.1%
Claim
25
Lead Forensics

8.6%

95% CI 417.5%

6 mentions · avg pos 5.8

first pick 16.7%

GEMINI 7.1%CLAUDE 14.3%PERPLEXITY 10.7%
Claim
26
Amplemarket

amplemarket.com

8.6%

95% CI 417.5%

6 mentions · avg pos 10.7

first pick 0%

GEMINI 7.1%PERPLEXITY 14.3%
Claim
27
Clearbit

clearbit.com

Best for: AI recommends Clearbit most when buyers ask affordable alternatives to large enterprise B2B intent data providers (41.7% of those answers)

8.6%

95% CI 417.5%

6 mentions · avg pos 12.2

first pick 0%

GEMINI 14.3%CHATGPT 14.3%PERPLEXITY 3.6%
Claim
28
Abmatic

abmatic.ai

Best for: AI recommends Abmatic most when buyers ask which intent data provider has the best coverage for technology and SaaS buying signals (41.7% of those answers)

7.1%

95% CI 3.115.7%

5 mentions · avg pos 4

first pick 0%

CHATGPT 14.3%PERPLEXITY 14.3%
Claim
29
Google Patents

patents.google.com

Best for: AI recommends Google Patents most when buyers ask what should I use to find companies that are actively researching my category (58.3% of those answers)

7.1%

95% CI 3.115.7%

5 mentions · avg pos 4.4

first pick 20%

GEMINI 14.3%CHATGPT 14.3%
Claim
30
USPTO

uspto.gov

Best for: AI recommends USPTO most when buyers ask what should I use to find companies that are actively researching my category (58.3% of those answers)

7.1%

95% CI 3.115.7%

5 mentions · avg pos 5

first pick 0%

GEMINI 14.3%CLAUDE 14.3%
Claim
31
Google Scholar

scholar.google.com

Best for: AI recommends Google Scholar most when buyers ask what should I use to find companies that are actively researching my category (58.3% of those answers)

7.1%

95% CI 3.115.7%

5 mentions · avg pos 5.8

first pick 20%

GEMINI 10.7%CHATGPT 14.3%CLAUDE 14.3%
Claim
32
Coresignal

coresignal.com

Best for: AI recommends Coresignal most when buyers ask what should I use to find companies that are actively researching my category (41.7% of those answers)

7.1%

95% CI 3.115.7%

5 mentions · avg pos 7

first pick 0%

GEMINI 7.1%PERPLEXITY 10.7%
Claim
33
Salesmotion

salesmotion.io

Best for: AI recommends Salesmotion most when buyers ask which intent data provider has the best coverage for technology and SaaS buying signals (50% of those answers)

7.1%

95% CI 3.115.7%

5 mentions · avg pos 16

first pick 0%

GEMINI 7.1%CHATGPT 14.3%PERPLEXITY 7.1%
Claim
34
Close

close.com

5.7%

95% CI 2.213.8%

4 mentions · avg pos 5.7

first pick 25%

GEMINI 7.1%CLAUDE 14.3%PERPLEXITY 3.6%
Claim
35
Lead411

lead411.com

5.7%

95% CI 2.213.8%

4 mentions · avg pos 12.5

first pick 0%

GEMINI 14.3%
Claim
36
Cleanlist

cleanlist.ai

5.7%

95% CI 2.213.8%

4 mentions · avg pos 15.3

first pick 0%

CHATGPT 57.1%
Claim
37
Visualping

visualping.io

Best for: AI recommends Visualping most when buyers ask affordable alternatives to large enterprise B2B intent data providers (33.3% of those answers)

4.3%

95% CI 1.511.9%

3 mentions · avg pos 1

first pick 33.3%

CLAUDE 14.3%PERPLEXITY 7.1%
Claim
38
Insight Platforms

insightplatforms.com

Best for: AI recommends Insight Platforms most when buyers ask what should I use to find companies that are actively researching my category (33.3% of those answers)

4.3%

95% CI 1.511.9%

3 mentions · avg pos 2

first pick 0%

PERPLEXITY 10.7%
Claim
39
IntentData.io

intentdata.io

4.3%

95% CI 1.511.9%

3 mentions · avg pos 5.5

first pick 0%

CLAUDE 14.3%PERPLEXITY 7.1%
Claim
40
PitchBook

pitchbook.com

Best for: AI recommends PitchBook most when buyers ask what should I use to find companies that are actively researching my category (33.3% of those answers)

4.3%

95% CI 1.511.9%

3 mentions · avg pos 6

first pick 0%

GEMINI 3.6%CHATGPT 14.3%CLAUDE 14.3%
Claim
41
IBISWorld

ibisworld.com

Best for: AI recommends IBISWorld most when buyers ask what should I use to find companies that are actively researching my category (33.3% of those answers)

4.3%

95% CI 1.511.9%

3 mentions · avg pos 7.3

first pick 0%

GEMINI 10.7%
Claim
42
WIPO

wipo.int

Best for: AI recommends WIPO most when buyers ask what should I use to find companies that are actively researching my category (33.3% of those answers)

4.3%

95% CI 1.511.9%

3 mentions · avg pos 7.3

first pick 0%

GEMINI 10.7%
Claim
43
LeadSift

leadsift.com

4.3%

95% CI 1.511.9%

3 mentions · avg pos 8

first pick 33.3%

GEMINI 7.1%PERPLEXITY 3.6%
Claim
44
BuiltWith

builtwith.com

4.3%

95% CI 1.511.9%

3 mentions · avg pos 13.3

first pick 0%

GEMINI 7.1%CHATGPT 14.3%
Claim
45
Clay

clay.com

4.3%

95% CI 1.511.9%

3 mentions · avg pos 22.7

first pick 0%

GEMINI 3.6%CHATGPT 28.6%
Claim
46
Coldreach.ai

coldreach.ai

Best for: AI recommends Coldreach.ai most when buyers ask best tools for using buyer intent signals to prioritize outbound sales efforts (41.7% of those answers)

4.3%

95% CI 1.511.9%

3 mentions

first pick 0%

PERPLEXITY 10.7%
Claim
47
Madison Logic

madisonlogic.com

Best for: AI recommends Madison Logic most when buyers ask how do I use intent data to prioritize which accounts my sales team should focus on (33.3% of those answers)

4.3%

95% CI 1.511.9%

3 mentions

first pick 0%

PERPLEXITY 10.7%
Claim
48
Chorus by ZoomInfo

zoominfo.com

2.9%

95% CI 0.89.8%

2 mentions · avg pos 1.5

first pick 50%

GEMINI 3.6%PERPLEXITY 3.6%
Claim
49
Marketo

marketo.com

2.9%

95% CI 0.89.8%

2 mentions · avg pos 4

first pick 0%

CHATGPT 14.3%PERPLEXITY 3.6%
Claim
50
Lead Onion

2.9%

95% CI 0.89.8%

2 mentions · avg pos 4.5

first pick 0%

PERPLEXITY 7.1%
Claim
51
SimilarWeb

similarweb.com

2.9%

95% CI 0.89.8%

2 mentions · avg pos 5.5

first pick 0%

GEMINI 7.1%
Claim
52
Statista

statista.com

2.9%

95% CI 0.89.8%

2 mentions · avg pos 5.5

first pick 0%

GEMINI 7.1%
Claim
53
SEC

sec.gov

2.9%

95% CI 0.89.8%

2 mentions · avg pos 7

first pick 0%

CHATGPT 14.3%CLAUDE 14.3%
Claim
54
PatSnap

patsnap.com

2.9%

95% CI 0.89.8%

2 mentions · avg pos 9

first pick 0%

GEMINI 7.1%
Claim
55
PubMed

pubmed.ncbi.nlm.nih.gov

2.9%

95% CI 0.89.8%

2 mentions · avg pos 10

first pick 0%

GEMINI 3.6%CHATGPT 14.3%
Claim
56
MarketBetter

marketbetter.ai

2.9%

95% CI 0.89.8%

2 mentions · avg pos 10.5

first pick 0%

GEMINI 3.6%PERPLEXITY 3.6%
Claim
57
Web of Science

2.9%

95% CI 0.89.8%

2 mentions · avg pos 11.5

first pick 0%

GEMINI 7.1%
Claim
58
Salesloft

salesloft.com

2.9%

95% CI 0.89.8%

2 mentions · avg pos 20

first pick 0%

GEMINI 7.1%
Claim
59
Catch Intent

catchintent.com

2.9%

95% CI 0.89.8%

2 mentions

first pick 0%

PERPLEXITY 7.1%
Claim
60
Demand Science

demandscience.com

Best for: AI recommends Demand Science most when buyers ask first-party intent signals vs third-party intent data platforms for ABM programs (41.7% of those answers)

2.9%

95% CI 0.89.8%

2 mentions

first pick 0%

PERPLEXITY 7.1%
Claim
61
GuideFlow

guideflow.com

Best for: AI recommends GuideFlow most when buyers ask best tools for using buyer intent signals to prioritize outbound sales efforts (33.3% of those answers)

2.9%

95% CI 0.89.8%

2 mentions

first pick 0%

PERPLEXITY 7.1%
Claim
62
HockeyStack

hockeystack.com

Best for: AI recommends HockeyStack most when buyers ask how do I use intent data to prioritize which accounts my sales team should focus on (33.3% of those answers)

2.9%

95% CI 0.89.8%

2 mentions

first pick 0%

PERPLEXITY 7.1%
Claim
63
Jasmine Directory

jasminedirectory.com

Best for: AI recommends Jasmine Directory most when buyers ask what should I use to find companies that are actively researching my category (33.3% of those answers)

2.9%

95% CI 0.89.8%

2 mentions

first pick 0%

PERPLEXITY 7.1%
Claim
64
Landbase

landbase.com

Best for: AI recommends Landbase most when buyers ask best tools for using buyer intent signals to prioritize outbound sales efforts (33.3% of those answers)

2.9%

95% CI 0.89.8%

2 mentions

first pick 0%

PERPLEXITY 7.1%
Claim
65
Martal

martal.ca

2.9%

95% CI 0.89.8%

2 mentions

first pick 0%

PERPLEXITY 7.1%
Claim
66
Pollfish

pollfish.com

2.9%

95% CI 0.89.8%

2 mentions

first pick 0%

PERPLEXITY 7.1%
Claim
67
Untitled

getuntitled.ai

2.9%

95% CI 0.89.8%

2 mentions

first pick 0%

PERPLEXITY 7.1%
Claim
68
X Growth

xgrowth.com.au

2.9%

95% CI 0.89.8%

2 mentions

first pick 0%

PERPLEXITY 7.1%
Claim
69
nrich

nrich.io

Best for: AI recommends nrich most when buyers ask which intent data provider has the best coverage for technology and SaaS buying signals (33.3% of those answers)

2.9%

95% CI 0.89.8%

2 mentions

first pick 0%

PERPLEXITY 7.1%
Claim
70
Foundry

1.4%

95% CI 0.37.7%

1 mentions · avg pos 1

first pick 100%

PERPLEXITY 3.6%
Claim
71
Owler

owler.com

1.4%

95% CI 0.37.7%

1 mentions · avg pos 1

first pick 100%

CLAUDE 14.3%
Claim
72
AiSDR

aisdr.com

1.4%

95% CI 0.37.7%

1 mentions · avg pos 3

first pick 0%

GEMINI 3.6%
Claim
73
Brandwatch

brandwatch.com

1.4%

95% CI 0.37.7%

1 mentions · avg pos 3

first pick 0%

GEMINI 3.6%
Claim
74
CB Insights

cbinsights.com

1.4%

95% CI 0.37.7%

1 mentions · avg pos 3

first pick 0%

CHATGPT 14.3%
Claim
75
BuzzSumo

buzzsumo.com

1.4%

95% CI 0.37.7%

1 mentions · avg pos 6

first pick 0%

GEMINI 3.6%
Claim
76
Scopus

scopus.com

1.4%

95% CI 0.37.7%

1 mentions · avg pos 7

first pick 0%

GEMINI 3.6%
Claim
77
Feedly

feedly.com

1.4%

95% CI 0.37.7%

1 mentions · avg pos 8

first pick 0%

GEMINI 3.6%
Claim
78
Google News

news.google.com

1.4%

95% CI 0.37.7%

1 mentions · avg pos 8

first pick 0%

CHATGPT 14.3%
Claim
79
IDC

idc.com

1.4%

95% CI 0.37.7%

1 mentions · avg pos 10

first pick 0%

GEMINI 3.6%
Claim
80
ResearchGate

researchgate.net

1.4%

95% CI 0.37.7%

1 mentions · avg pos 11

first pick 0%

GEMINI 3.6%
Claim
81
Tomba

tomba.io

1.4%

95% CI 0.37.7%

1 mentions · avg pos 12

first pick 0%

CHATGPT 14.3%
Claim
82
IEEE Xplore

ieeexplore.ieee.org

1.4%

95% CI 0.37.7%

1 mentions · avg pos 15

first pick 0%

CHATGPT 14.3%
Claim
83
Wappalyzer

wappalyzer.com

1.4%

95% CI 0.37.7%

1 mentions · avg pos 24

first pick 0%

CHATGPT 14.3%
Claim
84
Artisan

1.4%

95% CI 0.37.7%

1 mentions

first pick 0%

PERPLEXITY 3.6%
Claim
85
ColdIQ

coldiq.com

1.4%

95% CI 0.37.7%

1 mentions

first pick 0%

PERPLEXITY 3.6%
Claim
86
Data Axle Salesgenie

salesgenie.com

1.4%

95% CI 0.37.7%

1 mentions

first pick 0%

PERPLEXITY 3.6%
Claim
87
HG Insights

hginsights.com

1.4%

95% CI 0.37.7%

1 mentions

first pick 0%

PERPLEXITY 3.6%
Claim
88
Influ2

influ2.com

Best for: AI recommends Influ2 most when buyers ask first-party intent signals vs third-party intent data platforms for ABM programs (33.3% of those answers)

1.4%

95% CI 0.37.7%

1 mentions

first pick 0%

PERPLEXITY 3.6%
Claim
89
LeadIQ

leadiq.com

1.4%

95% CI 0.37.7%

1 mentions

first pick 0%

PERPLEXITY 3.6%
Claim
90
Onfire

onfire.ai

1.4%

95% CI 0.37.7%

1 mentions

first pick 0%

PERPLEXITY 3.6%
Claim
91
PageCrawl

pagecrawl.io

1.4%

95% CI 0.37.7%

1 mentions

first pick 0%

PERPLEXITY 3.6%
Claim
92
Propensity

propensity.com

1.4%

95% CI 0.37.7%

1 mentions

first pick 0%

PERPLEXITY 3.6%
Claim
93
SourceForge

sourceforge.net

1.4%

95% CI 0.37.7%

1 mentions

first pick 0%

PERPLEXITY 3.6%
Claim
94
Zen ABM

zenabm.com

Best for: AI recommends Zen ABM most when buyers ask first-party intent signals vs third-party intent data platforms for ABM programs (41.7% of those answers)

1.4%

95% CI 0.37.7%

1 mentions

first pick 0%

PERPLEXITY 3.6%
Claim

Reading the numbers: Share is a point estimate on 70 sampled answers, so each row also shows its 95% CI — the Wilson score interval around that share. When two products' intervals overlap, the gap between them isn't statistically meaningful at this sample size. First pick is the share of a product's recommending answers where it was named first, which separates “always mentioned” from “usually the top recommendation”. Full methodology.

Independence: Orbator customers are badged for disclosure. Customer status does not affect prompts, sampling, extraction, or ranking — see the methodology. Your product on this list? Claim it to see the prompts behind your rank and track it weekly.

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