| Category | Function | Share | Rank | Negative rate | Labels | Quadrant | Since September 2026 |
|---|---|---|---|---|---|---|---|
| Employee advocacy platforms | Marketing | 4% | 5 of 64 | 7% | 28 | accepted challenger | |
| Loyalty, advocacy and referrals | Marketing | 0% | 78 of 110 | 0% | 1 | under 10 labels · led by Smile.io at 26% | newNew since September 2026: not ranked then, 0% now. |
| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 1 | 2 | 0 | 0 | 3 |
| GPT-5.4 mini | 0 | 2 | 0 | 0 | 2 |
| Gemini 3.5 Flash | 0 | 4 | 0 | 0 | 4 |
| Perplexity Sonar | 0 | 0 | 1 | 0 | 1 |
| Grok 4.20 | 0 | 0 | 1 | 1 | 2 |
| Mistral Small | 0 | 1 | 1 | 0 | 2 |
| DeepSeek V4 Flash | 0 | 2 | 1 | 0 | 3 |
| Llama 4 Maverick | 0 | 0 | 1 | 0 | 1 |
| Qwen 3.7 Flash | 0 | 1 | 0 | 0 | 1 |
| Kimi K2 | 0 | 1 | 0 | 1 | 2 |
| GLM 4.7 FlashX | 0 | 1 | 1 | 0 | 2 |
| MiniMax M2.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-6 Luna | 1 | 1 | 0 | 0 | 2 |
| Muse Glimmer 30B | 1 | 2 | 1 | 0 | 4 |
Verbatim evidence the judge attached to positive labels.
“GaggleAMP is best for maximizing participation and specific engagement actions like comments, follows, and reviews” Claude Haiku 4.5 · Employee advocacy · comparative prompt · first choice
“Choose GaggleAMP if you want a coordinator-driven, structured sharing program with strong mid-market adoption” Muse Glimmer 30B · Employee advocacy · direct prompt · first choice
“My default pick would be GaggleAMP for a typical mid-market B2B company” GPT-6 Luna · Employee advocacy · direct prompt · first choice
“Works best when one coordinator runs a structured program for a mid-market B2B company focused on LinkedIn amplification” Claude Haiku 4.5 · Employee advocacy · direct prompt · alternative
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.
“Known limitations: - Primarily built around gamification/leaderboards” Kimi K2 · Employee advocacy · negative prompt · soft negative
“Custom quotes from Sprinklr, GaggleAMP, or Sociuu can balloon for SMBs.” Grok 4.20 · Employee advocacy · negative prompt · soft negative
Citations exist only for the models that return a source list, five of the fourteen in this edition, so these counts come from 102 of the 104 answers that named GaggleAMP and are not a share of its labels.
433 of the 433 domain citations in answers naming GaggleAMP came from somebody else's page.
Pages are listed as the models cited them.
Search figures are US estimates from DataForSEO, read October 5, 2026; AI search demand is its modeled, directional estimate, not a count of queries to any assistant. The answers are this edition's. Two measurements side by side: neither is read as the cause of the other.
| Kind | Pages | Last 90 days | 2025-11 to 2026-10 | Latest | Categories named |
|---|---|---|---|---|---|
| Blog | 336 | 5 | 2026-09-24 | Employee advocacy, SEO | |
| Case study | 24 | undated | Employee advocacy | ||
| Glossary or explainer | 13 | 0 | 2026-04-23 | ||
| Comparison | 7 | undated | |||
| Template or tool | 7 | undated | |||
| Report or ebook | 6 | undated |
Every page gaggleamp.com exposes, subdomains included. Kind is read from the address and title. The last 90 days, the latest date and the twelve months count pages by when they were published, from the site's feeds, a date in the address, or the page's own publication date, read from up to a hundred of its most recently changed pages; a page that says only when it last changed is counted in its kind but not in when, so the recent counts are a floor, and a kind none of whose pages gives a publication date reads undated. Read October 5, 2026.
An email the morning each edition publishes: where this product moved, where it held, and by how much against the noise floor. One address, confirmed by a click; a stop link in every email.
Already following? Everything you follow, with a stop for each.
What GaggleAMP's own pages state, read October 5, 2026: gaggleamp.com, gaggleamp.com/pricing, gaggleamp.com/integrations. A claimed page can correct any of them.
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 GaggleAMP'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 GaggleAMP, applied by version and listed in the change log; and a one-line description supplied by the vendor and marked as such.
A new claim receives the current edition's vendor brief for GaggleAMP by email, built from the raw record of the edition. It shows: