| Category | Function | Share | Rank | Negative rate | Labels | Quadrant | Since September 2026 |
|---|---|---|---|---|---|---|---|
| Event lead capture apps | Marketing | 8% | 4 of 70 | 20% | 25 | accepted challenger |
| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 1 | 1 |
| Perplexity Sonar | 0 | 1 | 1 | 0 | 2 |
| Grok 4.1 Fast | 0 | 2 | 1 | 1 | 4 |
| Mistral Small | 1 | 0 | 0 | 1 | 2 |
| DeepSeek V4 Flash | 0 | 0 | 2 | 0 | 2 |
| Llama 4 Maverick | 0 | 0 | 2 | 1 | 3 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 0 | 0 |
| Kimi K2 | 1 | 0 | 1 | 0 | 2 |
| GLM 4.7 FlashX | 0 | 3 | 0 | 0 | 3 |
| MiniMax M2.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-6 Luna | 0 | 2 | 0 | 0 | 2 |
| Muse Glimmer 30B | 2 | 0 | 1 | 1 | 4 |
Verbatim evidence the judge attached to positive labels.
“I'd suggest starting with Wave Connect or Momencio if you want rich features with scalable pricing” Kimi K2 · Event lead capture · direct prompt · first choice
“ROI-focused mid-market program: momencio ... momencio / Romify are the mid-market class fits” Muse Glimmer 30B · Event lead capture · paraphrase prompt · first choice
“If you need a comprehensive, ROI-focused solution, momencio is a top choice.” Mistral Small · Event lead capture · direct prompt · first choice
“the consensus 2026 picks are Blinq and momencio” Muse Glimmer 30B · Event lead capture · direct prompt · first choice
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.
“rigid annual contracts, per-seat pricing with expensive add-ons... Momencio is likely over-engineered and too expensive” Gemini 3.5 Flash · Event lead capture · negative prompt · soft negative
“momencio's standard tier need organizer API / registration vendor access to work without an add-on” Muse Glimmer 30B · Event lead capture · negative prompt · soft negative
“Strong for post-event engagement, but has a high seat minimum and floor pricing.” Mistral Small · Event lead capture · comparative prompt · soft negative
“but it does not have conversation transcription” Llama 4 Maverick · Event lead capture · 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 64 of the 64 answers that named momencio and are not a share of its labels.
303 of the 322 domain citations in answers naming momencio 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 | 251 | 3 | 2026-09-29 | CRM, Event lead capture | |
| Conference or event | 159 | 2 | 2026-09-16 | CRM | |
| Report or ebook | 33 | undated | |||
| Comparison | 19 | 1 | 2026-08-20 | ||
| Template or tool | 12 | undated | |||
| Glossary or explainer | 7 | undated | |||
| Case study | 4 | undated | |||
| Webinar or virtual event | 2 | undated |
As the event pages on momencio.com state them, read October 5, 2026.
Every page momencio.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. An event counts as online when its address or title says so (webinar, on demand, virtual or online summit); a conference, summit, trade show, expo or roadshow that does not say so is counted as a conference or event, which on a vendor's site is mostly in person. 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.
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 momencio'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 momencio, 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 momencio by email, built from the raw record of the edition. It shows: