Review and reputation management · November 2026 Edition
Birdeye vs REVIEWS.io
Two of fourteen models named Birdeye first on the direct prompt; zero named REVIEWS.io. Birdeye was named by fourteen of the fourteen models and REVIEWS.io by eleven and Birdeye carries 51 labels and REVIEWS.io 14, so the shares are not directly comparable.
Named in nine categories this edition.
Named in two categories this edition.
First-choice share19%6%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate14%7%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#1#5A position in a field of 12; printed, not drawn.
Labels5114A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, Birdeye reading right to left. Rank and label count are printed, not drawn.Reviewflowz was named alongside these two in eleven of the fourteen direct answers. Birdeye vs Reviewflowz · Birdeye vs Brand24 · Birdeye vs Trustpilot
Share is the count of first choices across the direct, paraphrase, budget and scale prompts over all fourteen models, for a mid-market B2B company; rank is within the category; every quote names the model and the prompt it came from. Both figures come from the review and reputation management page.
By framing
How many of the fourteen models made each the first choice, per way of asking, and how many argued against it.
BirdeyeFirst choices, of fourteen modelsREVIEWS.io
Direct20
Paraphrase601 against Birdeye
Comparative701 against REVIEWS.io
Budget-constrained033 against Birdeye
Scale-constrained201 against Birdeye
Negative202 against Birdeye
Bars are first choices, 0 to 14 each sideModels that argued againstA model can name both, so the two sides of a row do not sum to fourteen.
Every model, every framing
The eighty-four answers behind the chart above, one cell each: where Birdeye and REVIEWS.io stood in it.
| Model | Direct | Paraphrase | Comparative | Budget-constrained | Scale-constrained | Negative |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | | |||||
| GPT-5.4 mini | | | | |||
| Gemini 3.5 Flash | | | ||||
| Perplexity Sonar | | | | | ||
| Grok 4.20 | | | | | | |
| Mistral Small | | | | |||
| DeepSeek V4 Flash | | | | | | |
| Llama 4 Maverick | | |||||
| Qwen 3.7 Flash | | | | | ||
| Kimi K2 | | | | | | |
| GLM 4.7 FlashX | | | | | | |
| MiniMax M2.5 | | | | | | |
| GPT-6 Luna | | |||||
| Muse Glimmer 30B | | | |
Birdeye REVIEWS.io first choice named as an alternative argued againstblank: not namedEach cell is one answer, Birdeye on the left and REVIEWS.io on the right.The direct prompt
The plain question, one answer per model, grouped by where Birdeye and REVIEWS.io stood in it.
Birdeye first, REVIEWS.io not the choice
2 of 14 modelsREVIEWS.io was named in the answer but not as the choice, or not at all.GPT-5.4 miniBirdeye alternatives: G2 Buyer Intent, Reputation, ReviewTrackers
Kimi K2Birdeye alternatives: G2 Marketing Solutions, Reviewflowz
Neither was the first choice, one was named
8 of 14 modelsThe answer put something else first and named one of the two as an alternative.Perplexity SonarReviewflowz alternatives: Birdeye
Grok 4.20Trustpilot alternatives: Birdeye, Reviewflowz
Mistral SmallReviewflowz, Trustpilot alternatives: Birdeye
DeepSeek V4 FlashG2 Marketing Solutions alternatives: Birdeye, Gartner Peer Insights, Reviewflowz, TrustRadius
Qwen 3.7 FlashTrustpilot alternatives: Birdeye, Influitive, ReviewInc, UserEvidence
GLM 4.7 FlashXReputation alternatives: Birdeye, Feefo, ReputationStacker
MiniMax M2.5G2 Buyer Intent, Trustpilot alternatives: Birdeye, Reputation, Reviewflowz
Muse Glimmer 30BTrustpilot alternatives: Birdeye, Podium, Reputation, Reviewflowz
Neither was named
4 of 14 modelsThe answer made no first choice from these two in this category.Claude Haiku 4.5Reviewflowz alternatives: TrustRadius
Gemini 3.5 FlashG2 Buyer Intent alternatives: Base, Clutch, Influitive, ReviewTrackers, Reviewflowz, Trustpilot, UserEvidence
Llama 4 MaverickReviewflowz alternatives: Podium, Trustpilot
GPT-6 LunaReviewflowz alternatives: G2 Marketing Solutions
Bold names in an answer are the products the judge labeled a first choice; a model naming several gives each of them that label. The full answer text for every row is in the record.
By buyer segment
The same question asked on behalf of a different buyer. Each standing is computed within its segment and they are never added together. The figures above are the mid-market standing, which is the one the category orders by.
Small business
Birdeye leads by twelve points.
Birdeye21%#2 of 15REVIEWS.io9%#3 of 15Mid-marketThe figures above
Birdeye leads by thirteen points.
Birdeye19%#1 of 12REVIEWS.io6%#5 of 12Enterprise
Birdeye leads by twenty-nine points.
Birdeye29%#1 of 8REVIEWS.io0%#– of 8What the models said about Birdeye
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Four of five in this category shown.
“Other Options to Avoid on a Tight Budget - Birdeye and Podium: ... pricing is custom/quote-based and typically higher” Grok 4.20 · budget prompt · hard negative
“Birdeye: Strong all-in-one for review generation, management, and analytics. Excellent for multi-location; AI features and high user ratings (~4.7/5 on Capterra). Good for scaling teams.” Grok 4.20 · scale prompt · first choice
“Birdeye is described as an AI review and reputation platform with listings and messaging... positioned as best for multi-location enterprise with a unified CX suite” Muse Glimmer 30B · comparative prompt · first choice
“Choose Birdeye if: You manage 10+ locations and need an all-in-one solution with listings, messaging, and AI features.” GLM 4.7 FlashX · comparative prompt · first choice
What the models said about REVIEWS.io
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Four of five in this category shown.
“They aren't direct substitutes for a local business review inbox.” GPT-6 Luna · comparative prompt · soft negative
“Reviews.io stands out as the best online review management platform for companies with a limited budget” Grok 4.20 · budget prompt · first choice
“REVIEWS.io is the strongest overall choice if you sell online: plans start at about $29/month” Perplexity Sonar · budget prompt · first choice
“If you run an online shop: Go with REVIEWS.io.” Gemini 3.5 Flash · budget prompt · first choice
Also compared
Birdeye vs ReviewflowzBirdeye vs Brand24Birdeye vs TrustpilotBirdeye vs ReputationBirdeye vs ReviewTrackersBirdeye vs BrightLocalReviewflowz vs REVIEWS.ioBrand24 vs REVIEWS.ioTrustpilot vs REVIEWS.ioREVIEWS.io vs ReputationREVIEWS.io vs ReviewTrackersREVIEWS.io vs BrightLocalAll twenty-eight head-to-head pages and the full reviews standing
Comparisons are drawn for the top eight products in each category, each against each. The output is the models' output; nothing here is a recommendation by the index.