Brandwave

Factors.ai vs Lead Forensics:Which is more popular?

In September 2026, Lead Forensics had more branded searches than Factors.ai among website visitor identification platforms worldwide. Lead Forensics had about 8,100 branded searches, while Factors.ai had 2,450. Lead Forensics made up 12.3% of all website visitor identification platform searches we track, and Factors.ai accounted for 3.7%. When we asked ChatGPT and Google AI Overviews about website visitor identification platforms, Factors.ai appeared in three of the five answers and Lead Forensics in one. Factors.ai was mentioned before Lead Forensics in three out of four answers that named either.

Among website visitor identification platforms worldwide in September 2026

Who do people search for more?

Lead Forensics, about 3 searches for every 1 for Factors.ai

Lead Forensics 8.1K searchesFactors.ai 2.5K searches

Who does AI mention more?

Factors.ai, mentioned in 3 of 5 answers, Lead Forensics in 1

Factors.ai in 3 of 5Lead Forensics in 1 of 5

Who does AI recommend more?

Factors.ai, named ahead of Lead Forensics in 3 of 4 answers

Factors.ai first in 3Lead Forensics first in 1

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Top website visitor identification platforms in ChatGPT and Google AI Overviews

In three ChatGPT questions and two Google AI Overviews, Factors.ai was mentioned in three out of five: in all three ChatGPT answers, but not in either of the two Google AI Overviews. Lead Forensics was mentioned in one out of five: not in any of the three ChatGPT answers, but in one of the two Google AI Overviews. Factors.ai was listed before Lead Forensics in three out of four answers that named either.

Most recommended by AI

Brands get a higher ranking if they are mentioned earlier in the answers.

  1. Leadfeeder1st
  2. RB2B2nd
  3. Warmly3rd
  4. Factors.ai4th
  5. Lead Forensics5th
  6. Snitcher6th
  7. Albacross–

Mentioned by AI

Each dot is one answer, filled in when that answer mentions the brand.

  • Warmly5 of 5Named in 3 of 3 ChatGPT answersNamed in 2 of 2 Google answers
  • Leadfeeder5 of 5Named in 3 of 3 ChatGPT answersNamed in 2 of 2 Google answers
  • RB2B5 of 5Named in 3 of 3 ChatGPT answersNamed in 2 of 2 Google answers
  • Factors.ai3 of 5Named in 3 of 3 ChatGPT answersNamed in 0 of 2 Google answers
  • Snitcher1 of 5Named in 1 of 3 ChatGPT answersNamed in 0 of 2 Google answers
  • Lead Forensics1 of 5Named in 0 of 3 ChatGPT answersNamed in 1 of 2 Google answers
  • Albacross0 of 5Named in 0 of 3 ChatGPT answersNamed in 0 of 2 Google answers

See every answer about website visitor identification platforms

5 answers

Not named in any answer:

Brands are shown in the order each answer named them. The survey took place in the United States on October 21, 2026.

Is Factors.ai or Lead Forensics more popular in search?

This chart shows how often people search Google for Factors.ai and Lead Forensics by name. Each line represents a brand's share of searches for all seven website visitor identification platforms we track, month by month, from English-language searches worldwide.

Factors.ai and Lead Forensics among website visitor identification platforms worldwide, by month

Share of searches by month for Lead Forensics, Factors.ai. The figures are in the table below the chart.

View monthly share of searches table
MonthWarmlyLeadfeederSnitcherRB2BLead ForensicsFactors.aiAlbacross
Oct 202532.2%13.8%11.1%17%16.7%5%4.1%
Nov 202534.3%14.7%11.8%15%14.5%5.3%4.3%
Dec 202535.3%12.4%12.3%18.7%12.3%5.5%3.5%
Jan 202639%11.4%11.3%17.1%13.8%4.1%3.3%
Feb 202631.8%13.9%11.1%16.8%16.6%4.9%4.9%
Mar 202629%15.3%12.3%18.5%15%5.6%4.4%
Apr 202629.1%18.9%10.1%18.6%15.1%4.5%3.7%
May 202635.6%18.9%10.2%15.4%12.5%4.5%2.9%
Jun 202635.9%18.8%10.1%15.3%12.4%4.5%2.9%
Jul 202632.7%17.2%11.3%17.1%13.9%5.1%2.7%
Aug 202632.7%17.2%11.3%17.1%13.9%5.1%2.7%
Sep 202629%18.5%18.4%15.2%12.3%3.7%2.9%

How has the Factors.ai and Lead Forensics comparison changed over the last 12 months?

3 findings

How did search popularity change for website visitor identification platforms worldwide in September 2026?

3 changes

  1. In September 2026, Snitcher overtook RB2B and Lead Forensics to rank 3rd among website visitor identification platforms worldwide, with 18.4% of the searches.

  2. In September 2026, Lead Forensics lost share of searches among website visitor identification platforms worldwide, from 13.9% to 12.3%.

  3. In September 2026, Factors.ai lost share of searches among website visitor identification platforms worldwide, from 5.1% to 3.7%.

How are branded searches counted?

3 search terms

Brandwave collects information about searches that people make online using Factors.ai’s and Lead Forensics’ names. When viewed over time, estimated search volumes for these branded terms can be used to understand whether interest in the brands is growing, holding steady, or fading.

Factors.ai

2 branded search terms

  • factors.ai
  • factorsai

Lead Forensics

1 branded search term

  • lead forensics

How the Brand Demand Index is measured

Other head-to-heads among website visitor identification platforms

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