Dealfront

Named in 14 judge labels across 1 category by 6 of 6 models in the September 2026 Edition. 0 first choices, 0 negative labels. Every number here is derived from the raw labels under vendor table v2026-09-08.5.

Best standing

0% in Intent data

Rank 10 of 40 products named in b2b intent data providers, accepted challenger. 0 of 6 models made it the first choice on the direct prompt; 0% of its 14 labels there were negative.

Standing by category

Every category where a model named Dealfront. Share is first choices across the direct, paraphrase, budget and scale prompts; rank is within every product named in that category.

Category	Vertical	First choices	Rank	Negative rate	Labels	Quadrant
B2B intent data providers	Sales	0%	10 of 40	0%	14	accepted challenger

By model

How each model treated Dealfront across every prompt where it was named. Six models, six prompts per category.

Model	Alternative	Mention	Labels
Claude Opus 5	2	1	3
Claude Opus 4.8	1	1	2
GPT-6 Astra	1	0	1
GPT-5.6 Sol	1	0	1
Gemini 3.1 Pro	3	0	3
Perplexity Sonar Pro	3	1	4

What the models said for it

Verbatim evidence the judge attached to positive labels.

“a lightweight, inexpensive tool to de-anonymize the traffic coming to your own website, giving you first-party intent” Gemini 3.1 Pro · Intent data · paraphrase prompt · alternative

“best if your priority is *anonymous website visitor identification* and you want a lighter, mid-market-friendly tool” Perplexity Sonar Pro · Intent data · direct prompt · alternative

“If your main goal is identifying companies already visiting your website, I'd test Leadfeeder Lite instead.” GPT-6 Astra · Intent data · budget prompt · alternative

“Best for 1st-Party Web Intent ... Use Leadfeeder’s Free tier to see who is visiting your website” Gemini 3.1 Pro · Intent data · budget prompt · alternative

And against it

Verbatim evidence attached to negative labels. A warning on a product with few labels is a warning; on a product with many, it is one voice among them.

No model argued against it.

Names read as Dealfront

What the judge wrote, as written, with how often. The vendor table decides that these count as Dealfront; a claim can dispute any of them.

Leadfeeder 4Leadfeeder/Dealfront 3Dealfront (ex-Leadfeeder) 1Dealfront / Leadfeeder 1Leadfeeder / Dealfront 1Leadfeeder Lite 1

Is this your product?

Claim this page

Claiming is free and changes nothing in the data. A claimed page gets a verified contact who is told when each edition publishes; the right to propose corrections to the vendor table, meaning names the judge wrote that should or should not read as Dealfront, applied by version and listed in the change log; and a logo and one-line description supplied by the vendor and marked as such.

It does not get any change to labels, shares or quadrants, any preview, or any say over which quotes appear. Sponsorship is separate: a sponsor funds categories or buyer dimensions and is named on what it funded, and the rules are the same for every sponsor.