Every category where a model named Praising.ai for a mid-market B2B company. Share is first choices across the direct, paraphrase, budget and scale prompts; rank is within every product named in that category.

Category	Function	Share	Rank	Negative rate	Labels	Quadrant
Review and reputation management	Marketing	7%	5 of 103	0%	5	under 10 labels · led by Birdeye at 26%

Movement

This is the first edition on this tier, so no move can be computed for Praising.ai yet. The next is due October 1, 2026. From the next edition this section shows, per buyer segment, whether its share moved by more than the measured noise floor.

By model

How each model treated Praising.ai across every prompt where it was named for a mid-market B2B company. Twelve models, six prompts per category.

Model	First choice	Alternative	Labels
Claude Haiku 4.5	0	0	0
GPT-5.4 mini	0	0	0
Gemini 3.5 Flash	0	1	1
Perplexity Sonar	0	0	0
Grok 4.1 Fast	0	0	0
Mistral Small	0	0	0
DeepSeek V4 Flash	1	0	1
Llama 4 Maverick	0	0	0
Qwen 3.7 Flash	1	0	1
Kimi K2	0	1	1
GLM 4.7 FlashX	0	0	0
MiniMax M2.5	1	0	1

By framing

Which of the six questions produced the naming. By model says how often; this says asked what. The first-choice count on the right carries the marks of the models that produced it.

FramingLabels by classFirst choices

Direct0 labelsNone

Paraphrase5 labels3

Comparative1 labelNone

Budget-constrained1 labelNone

Scale-constrained0 labelsNone

Negative1 labelNone

First choiceAlternativeMentionNegative8 labels in all, every segment counted; 3 of the 3 first choices count toward share, since the comparative and negative framings do not. The bar is one segment per label class, to scale within the framing.

What the models said for it

Verbatim evidence the judge attached to positive labels.

“If you're a B2B SaaS or technology company, start with Praising.ai for its focus on G2/Capterra monitoring” Qwen 3.7 Flash · Reviews · paraphrase prompt · first choice

“I'd recommend starting with ReviewFlowz ... or Praising.ai (if you want AI automation and the lowest cost)” DeepSeek V4 Flash · Reviews · paraphrase prompt · first choice

“Praising.ai stands out as the best-fit reputation management platform for B2B SaaS companies in 2026” MiniMax M2.5 · Reviews · paraphrase prompt · first choice

“Praising.ai: Starts at $19/month” Gemini 3.5 Flash · Reviews · 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.

Named alongside

The products named in the same answers as Praising.ai, over the 8 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and Praising.ai was named but was not.

ProductSame answerTook the first choice insteadHead to head

Podium7 of 80Not in the top three

Birdeye6 of 80Not in the top three

Reviewflowz4 of 80Not in the top three

Reputation3 of 80Not in the top three

NiceJob2 of 81Not in the top three

ReviewGrower2 of 81Not in the top three

BrightLocal2 of 80Not in the top three

TrueReview2 of 80Not in the top three

Google Alerts1 of 81Not in the top three

ReviewTrackers1 of 81Not in the top three

A head-to-head page exists where both products are in a category's top three. The other rows are the same fact without a page behind them, so they link to the product instead.

Is this your product?

Claim this page

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

It does not get any change to labels, shares or verdicts, any preview, or any say over which quotes appear. A verification link goes to your work email; an address at praising.ai is approved on the spot, any other address is reviewed by hand.

Your name and company appear on the claimed page, or the company alone if you ask below. A title and a LinkedIn address appear there too if you give them, and are left off if you do not. Your email address is never published.