Brand report · September 2026

Katabat: AI Visibility Report

When buyers ask ChatGPT, Claude, and Gemini about debt collection agency, Katabat ranks #14 of 15, a Visibility Score of 6 in Debt Collection Agency .

These rankings are measured from what the three models know from training, not a live web search. The live-web grounded surface is rolling out across the index. Methodology.

How AI sees Katabat

One category, near-bottom rank, essentially invisible to AI buyers.

Where it wins. Katabat holds a foothold in Debt Collection Agency, surfacing in 12.5% of relevant prompts and landing alongside recognizable names like FICO Debt Manager and TrueAccord.

Where it loses. A rank of 14 out of 15 with zero first-pick selections means buyers who ask AI which debt collection software to choose are almost certainly walking away with a competitor's name, and Katabat is nowhere in the conversation when prompts shift to budget, enterprise fit, or small-team needs.

AI-generated analysis of the September 2026 measurements.

Debt Collection Agency · #14 of 15

6 / 100 first snapshot (September 2026)

13%

mention rate (72 answers)

7

avg. position

0%

first pick

2%

share of voice

First snapshot: September 2026. The trend line appears with the second monthly measurement; no modeled history.

ChatGPT

1

Claude

1

Gemini

15

How the models portray Katabat

Being named is not the same as being recommended. Each mention is graded endorsed (a strong pick), listed (a neutral option), or caveated (named with a reservation).

67% 33%

endorsed · 95% band 35–88% listed caveated graded across 9 mentions in Debt Collection Agency answers

Prompt themes Katabat would want to own

Share of each theme's answers that mention Katabat. Hover a row for the exact prompt. Compare shapes on the head-to-head page.

5/9

2/9

1/9

1/9

0/9

0/9

If you could pick one

0/9

Budget & alternatives

0/9

Gaps Startup & small team · Enterprise pick · If you could pick one · Budget & alternatives

Most co-mentioned competitors

Share of Katabat's mentions where the AI models name this brand in the same answer. That is the real competitive set in the AI channel.

56%

44%

33%

33%

33%

Experian PowerCurve Collections

22%

Scores are measured from real AI answers, refreshed monthly. Methodology.

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