September 2026 snapshot · 72 AI answers Greenfield

Debt Collection Agency: AI Visibility Ranking

Collections management software for debt collection agencies covering accounts, workflows, payments, and compliance. Right now, Collect! is the brand AI assistants recommend most, with a Visibility Score of 40 and the #1 spot in 17% of answers. Head-to-head: Collect! vs Finvi →

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.

Three models, three different debt collection favorites.

Collect! leads the overall index at a score of 39. 7, but that number masks a chaotic disagreement underneath: Claude rates it 54.

AI-generated analysis of the September 2026 measurements.

#	Brand	Visibility Score	Mention rate	Avg. position	#1 pick rate	Models
1	Collect!	40 ±7	51%	3.3	17%	ChatGPT #1 Claude #1 Gemini #5
2	Finvi	23 ±7.2	28%	2.6	15%	ChatGPT #3 Claude Gemini #2
3	SimplicityCollect	23 ±5.8	36%	4.6	3%	ChatGPT Claude #3 Gemini #3
4	TrueAccord	22 ±4.7	29%	3.4	13%	ChatGPT #8 Claude #6 Gemini #4
5	Latitude	20 ±6.2	28%	3.7	3%	ChatGPT #6 Claude #2 Gemini
6	C&R Software	16 ±5.4	21%	3.5	3%	ChatGPT #2 Claude Gemini #10
7	FICO Debt Manager	15 ±6.1	19%	3.5	3%	ChatGPT #4 Claude #7 Gemini #11
8	Quantrax	14 ±5.6	19%	3.8	3%	ChatGPT #5 Claude #9 Gemini #6
9	InterProse	14 ±4.8	17%	2.7	4%	ChatGPT Claude #10 Gemini #1
10	Ontario Systems	12 ±6.8	15%	2.9	1%	ChatGPT #7 Claude #8 Gemini #8
11	DAKCS	10 ±4.8	15%	4.2	0%	ChatGPT Claude #4 Gemini #13
12	CUBS	9 ±4	10%	1.9	6%	ChatGPT Claude #5 Gemini
13	HighRadius	6 ±3.1	11%	5.9	0%	ChatGPT #9 Claude Gemini #9
14	Katabat	6 ±3.5	13%	6.7	0%	ChatGPT #11 Claude #12 Gemini #7
15	TCN	5 ±3.1	8%	5.0	0%	ChatGPT #10 Claude #11 Gemini #12

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: Experian PowerCurve Collections (4.4), Lariat (4), Columbia Ultimate (3.9), Temenos (3.8), Symend (3.6). 161 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 60/100: the share of this category's recommendation weight not held by the leader.

Compare brands in Debt Collection Agency head-to-head → · Explore the prompt tree →

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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

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.