1 category · RankedSymbe
Standing by category
| Category | Function | Share | Rank | Negative rate | Labels | Quadrant | Since September 2026 |
|---|---|---|---|---|---|---|---|
| Value selling tools | Sales | 8% | 5 of 116 | 11% | 18 | accepted challenger |
Movement
By model
How each model treated Symbe across every prompt where it was named for a mid-market B2B company. Fourteen models, six prompts per category.ShowHide
By model
| 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 | 1 | 1 | 0 | 2 |
| Perplexity Sonar | 0 | 0 | 1 | 0 | 1 |
| Grok 4.1 Fast | 2 | 0 | 0 | 1 | 3 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 1 | 0 | 1 | 1 | 3 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 1 | 0 | 0 | 0 | 1 |
| Kimi K2 | 1 | 0 | 1 | 0 | 2 |
| GLM 4.7 FlashX | 3 | 0 | 0 | 0 | 3 |
| MiniMax M2.5 | 1 | 0 | 0 | 0 | 1 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 1 | 1 | 0 | 0 | 2 |
By framing
What the models said for it
Verbatim evidence the judge attached to positive labels.
“Start with Symbe. For a mid-sized B2B company, the biggest risk is that sales reps simply don't use the tools.” GLM 4.7 FlashX · Value selling · paraphrase prompt · first choice
“Start with Symbe or Guideflow for dedicated value selling—they offer the highest bang-for-buck” Grok 4.1 Fast · Value selling · direct prompt · first choice
“Symbe | Highest rated (5.0⭐) | Intelligent business case automation for complex B2B deals” Kimi K2 · Value selling · comparative prompt · first choice
“cited as sitting at the top of the category on both business case creation and ROI/TCO” Muse Glimmer 30B · Value selling · comparative prompt · first choice
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.
“Symbe (despite high 5.0 rating): Steep learning curve (tough for non-tech reps), AI often generic/needs heavy edits, limited customization.” Grok 4.1 Fast · Value selling · negative prompt · soft negative
“Tools like Mediafly and Symbe have documented onboarding challenges” DeepSeek V4 Flash · Value selling · negative prompt · soft negative
Named alongside
The products named in the same answers as Symbe, over the 60 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and Symbe was named but was not.ShowHide
Named alongside
What carried it into the answer
Citations exist only for the models that return a source list, five of the fourteen in this edition, so these counts come from 60 of the 60 answers that named Symbe and are not a share of its labels.
Domains cited
302 of the 302 domain citations in answers naming Symbe came from somebody else's page.
Pages cited
Pages are listed as the models cited them.
Search and answers
symbe.co is not in Google's top ten for any of the category's searches. In the answers, Symbe takes 8% of first choices and Minoa takes 21%.ShowHide
Search and answers
In search
Google, US estimates- Searches for its name, Google
- 301,000 a month (“symbe”)
- AI search demand for its name, est.
- 1 a month
- Organic visits to its site
- about 4 a month
- Searches its site ranks for
- 10 · 0 in the top three
- Sites linking to it
- 147
- Paid Google search
- No ads found in the estimate; that does not mean it runs none
In answers
This edition- First choices
- 10 across its categories
- Named in
- 60 answers
- Its own site cited
- in 60 of the answers that named it
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.
Follow Symbe
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.
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 Symbe'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 Symbe, applied by version and listed in the change log; and a one-line description supplied by the vendor and marked as such.
What a new claim receivesHide what a new claim receives
A new claim receives the current edition's vendor brief for Symbe by email, built from the raw record of the edition. It shows:
- where Symbe is named, by buyer and by framing, and which cells hold its first choices;
- the claims the models make when they name it, ranked, with the strongest and the weakest quoted;
- its vocabulary against the segment leader's, and the pages the models cited;
- who was chosen in the answers that did not name Symbe, and every reason the record gives;
- a battlecard for each top rival: the head-to-head split, why they win, and the reservation quoted against them;
- one page of published figures cleared to show a buyer.