1 category · Named, not rankedLinq
Standing by category
| Category | Function | Share | Rank | Negative rate | Labels | Quadrant | Since September 2026 |
|---|---|---|---|---|---|---|---|
| Communications APIs | Developer platform | 0% | 60 of 71 | 0% | 1 | under 10 labels · led by Twilio at 43% |
Movement
By model
How each model treated Linq 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 | 0 | 0 | 0 | 0 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.1 Fast | 0 | 0 | 0 | 0 | 0 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 0 | 0 | 0 | 0 |
| Llama 4 Maverick | 0 | 0 | 1 | 0 | 1 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 0 | 0 |
| Kimi K2 | 0 | 0 | 0 | 0 | 0 |
| GLM 4.7 FlashX | 0 | 0 | 0 | 0 | 0 |
| MiniMax M2.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 0 | 0 | 0 | 0 |
By framing
What the models said for it
Verbatim evidence the judge attached to positive labels.
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.
Named alongside
The products named in the same answers as Linq, over the 3 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and Linq 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 3 of the 3 answers that named Linq and are not a share of its labels.
Domains cited
Ten of the thirteen domain citations in answers naming Linq came from somebody else's page.
Pages cited
Pages are listed as the models cited them.
What it publishes
ShowHide
What it publishes
ShowHide| Kind | Pages | Last 90 days | 2025-11 to 2026-10 | Latest | Categories named |
|---|---|---|---|---|---|
| Blog | 30 | 25 | 2026-09-17 | ||
| Comparison | 8 | 2 | 2026-08-31 | ||
| Glossary or explainer | 8 | 0 | 2026-06-23 | ||
| Case study | 5 | 0 | 2025-03-25 | ||
| Conference or event | 3 | 0 | 2026-01-21 | ||
| Report or ebook | 3 | undated |
Most recent
- 2026-09-17Zero data retention on linq blog
- 2026-09-04What happened when Caddy moved its assistant to texting | Linq Blog blog
- 2026-09-023 Best SMS API Providers for AI Agents in 2026 | Linq Blog blog
- 2026-09-01How VentNow Cut Churn by 40% | Linq Blog blog
- 2026-08-31The Best Vonage Alternatives for AI Agents | Linq Blog comparison
- 2026-08-29The Best Sendbird Alternatives for AI Agents | Linq Blog comparison
How it is countedHide how it is counted
Every page linqapp.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.
Follow Linq
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.
The company
Linq is its own company.ShowHide
The company
In its own words
Stated by the vendor, not checked- Positioning
- Communication APIs for Messaging and Voice; infrastructure to build and scale AI agents in iMessage.
- For
- Developers
- Price stated
- Stop paying-per-message. linqapp.com
- Starting price
- $0/mo linqapp.com/s/pricing
- Free plan or trial
- 7-day free trial linqapp.com
- Certifications
- SOC 2 Type ISOC 2 Type IISOC 2 Type II compliantSOC 2 compliant
- Customers named
- TomoOllie AIArdenheymatcha.appViralt.aigetmiorazocomputerinteraction
- Not stated on the pages read
- Integrations, hosting
What Linq's own pages state, read October 6, 2026: linqapp.com, linqapp.com/s/pricing, linqapp.com/s/security, linqapp.com/s/customer-stories. A claimed page can correct any of them.
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 Linq'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 Linq, 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 Linq by email, built from the raw record of the edition. It shows:
- where Linq 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 Linq, 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.