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Market/Categories/Business Specialist/Swallow

Independent product intelligence · Worldwide · 2026-05-01 → 2026-07-31

Swallowswallow.app

Swallow is a pricing operations platform that allows users to build, test, and deploy pricing models. Transform Excel spreadsheets into APIs for financial products.

Business Specialistswallow.appTracked since 2026-08-211 discovery source
262Backlinks
116Referring domains
17Domain authority
-0.9%Referring domains · 90 days

Authority & distribution

How strong is Swallow’s web footprint?

Backlinks measure accumulated distribution; referring domains show how broadly that authority is spread. Both are observable on the open web, so both are published for every product here.

Backlinks

262Current snapshot

Referring domains

116Current snapshot

Authority

17Domain authority · category median 22

90-day move

-0.9%Referring domains, last 90 days
At 17, Swallow sits below the 22 median for its category.

Trajectory · Pro

The counts above are the latest of 370 daily observations. The curve through them is on the full profile.

See the trajectoryOpen the full profile

AI referral visibility

Which AI assistants are already sending Swallow traffic?

Measured · Pro

Measured for this product: AI referral traffic.

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Product profile

What Swallow is selling.

Traffic makes more sense when you can connect it to the actual product promise.

“Swallow”

Swallow is a pricing operations platform that allows users to build, test, and deploy pricing models. Transform Excel spreadsheets into APIs for financial products.

Business SpecialistSeen 2026-08-21 → 2026-08-21Coverage tier C

What we have measured

4 of 8 signal groups are available for this product: identity, authority and backlinks, AI referrals, search demand.

Not measured for this domain: traffic and engagement, audience demographics, country distribution, acquisition mix. Those sections are left out of the page rather than filled with estimates.

Canonical website: https://www.swallow.app

Observed across 1 discovery source.

Research questions

What the evidence answers about Swallow.

Every answer is tied to a source we collected, and the questions with no evidence behind them are left unanswered rather than guessed.

What problem does Swallow solve for insurance companies?

Swallow solves the problem of slow and manual insurance rate development by automating the build, test, and deployment process. It transforms spreadsheet models into deployable rating engines, cutting development time and costs. Companies like Rivr and Open report significant savings and rapid market entry.

What features does Swallow offer?

Swallow offers automated rate and rule building from documentation, instant testing and deployment, API distribution for quotes, and multi-channel distribution including AI chat agents, voice agents, and an MCP server. It also provides a new feature to search US insurance filings and turn them into rating engines.

What is Swallow used for and in what situations?

Swallow is used to build, test, and deploy insurance pricing models and rules. It is used by modern insurers to launch new products quickly, enter new markets like the UK, and deploy raters through multiple channels including APIs, forms, chat, and voice.

Who is Swallow for?

Swallow is for modern insurance companies and their developers and product managers. The platform is trusted by leading brands like Rivr and Open, which are insurance providers needing flexible and adaptable pricing models.

What is Swallow?

Swallow is a pricing operations platform for modern insurers that allows them to build, test, and deploy insurance rates and rules. It transforms Excel spreadsheets into APIs for financial products and includes AI integration for chat, voice, and MCP servers.

5 of 6 research questions are answered for this product. The rest need source evidence we have not collected yet, so they are left unanswered rather than guessed.

Behind the lock

Unlock full Swallow intelligence.

  • Backlink trajectoryThe figures above are the latest observation. The daily curve behind them holds 370.
  • AI referral detailHow much traffic assistants send.
  • Search structure and ranking depthOrganic against paid, brand against non-brand, and how many keywords rank in the top three against the long tail — which is what decides whether the demand is portable or tied to the name.
  • The rest of the marketPage through every leaderboard 100 rows at a time, put any five products side by side, and query the whole dataset over API / MCP.

Worldwide estimates · Data period 2026-05-01 → 2026-07-31. Figures are measured estimates intended for market research. Signals we have not measured for this domain are omitted, never estimated; a measured zero is still reported as zero. How this was measured