Semarize is live · free plan, paid from £70/mo · last verified 30 Oct 2026 · viability monitor
Semarize
Semarize is a conversational intelligence API that turns call, email, and chat transcripts into typed JSON signals.
Semarize sells a typed contract over your transcripts, and that's the whole pitch: you design the bricks, the API returns fields you can actually query. That's a real gap versus summarizers, but it demands you know what you want to measure before you sign up. Do the credit math on real volume first — a 12-brick QA kit with both add-ons is 18 credits per conversation.
Verdict generatedVerified 7h ago · liveness 54/100 · cite: rightaichoice.com/tools/semarize
- RevOps teams returning typed MEDDICC and forecast-risk fields into Salesforce deal records
- Data teams piping conversation signals into a warehouse as typed JSON columns
- GTM engineers scoring deal quality, qualification coverage, and churn intent at scale
- QA and compliance functions automating audits with per-brick scores and cited proof
- Teams needing call recording or transcript capture — Semarize consumes transcripts, it does not record them
- Buyers who want a no-code dashboard rather than an API integration their engineers own
- Low transcript volume where the manual review you already do is cheaper than per-brick credits
We scan live Reddit threads, YouTube comments, X posts, G2 reviews and other communities — and hand you an honest verdict in under a minute.
- Honest verdict, not marketing
- Real pros & cons from real users
- Attributed quotes with receipts
3 free scans · no card needed
Skip Semarize if you don't already have transcripts to feed it or lack the engineering capacity to design bricks and kits before seeing any output — it is an API layer, not a recorder or a dashboard.
Knowledge Bases adds 5 credits to every kit run and Reasoning & Proof adds 1 credit, so a 12-brick QA kit goes from 12 to 18 credits per conversation.
Builder PAYG is free with 250 starter credits and 5 active kits — enough to prototype but not to run production. Team Plus at £70/mo with 1,500 credits and 25 active kits fits small teams rolling out consistently. Platform Pro at £200/mo with 5,000 credits and 20 knowledge bases suits larger teams with heavier usage. Enterprise is contact-sales for SSO, dedicated SLA, and custom credit allocation. Compared to summarization-first tools that bundle seats and dashboards, Semarize's cost scales
In short
Semarize — Semarize is a conversational intelligence API that turns call, email, and chat transcripts into typed JSON signals. Best for RevOps teams returning typed MEDDICC and forecast-risk fields into Salesforce deal records, Data teams piping conversation signals into a warehouse as typed JSON columns, GTM engineers scoring deal quality, qualification coverage, and churn intent at scale. Free to start; paid plans from £70/mo.
What is Semarize?
Semarize — Semarize is a conversational intelligence API that turns call, email, and chat transcripts into typed JSON signals. Best for RevOps teams returning typed MEDDICC and forecast-risk fields into Salesforce deal records, Data teams piping conversation signals into a warehouse as typed JSON columns, GTM engineers scoring deal quality, qualification coverage, and churn intent at scale. Free to start; paid plans from £70/mo.
Semarize is a conversational intelligence API built for developers and data teams, not dashboard buyers. Instead of returning an AI-written summary, it takes a transcript plus a kit ID and returns structured, typed JSON: one result per semantic check. You define those checks as bricks — each one yields a yes/no flag, a numeric score, an extracted string, or an enum classification. A 7-brick MEDDICC scorecard, for example, comes back with a MEDDICC score of 74, a champion-strength score of 84, a competitor field reading "Gong", and a next-step flag of true. Bricks bundle into kits, and kits are the runnable unit. The vendor documents patterns including a 6-brick discovery-quality kit, a 7-brick MEDDICC scorecard, and a 12-brick QA compliance kit, and the product page shows revenue and support scenarios spanning deal-health, churn-intent, agent empathy, script adherence, and factual-accuracy signals. Because every output is a discrete typed field, a score lands straight in a Salesforce field, a warehouse column, or an eval harness without a parsing layer in between. Two optional add-ons extend any run. Knowledge Bases (5 credits per run) grounds every brick against product docs, playbooks, or policies. Reasoning & Proof (1 credit per run) returns a step-by-step explanation of why a brick scored as it did, with direct citations from the conversation. A sandbox environment and workspace roles let you test kits before production and keep multi-user access tidy. Versus recapping tools that hand you prose summaries, the difference is that Semarize makes you design your own evaluation logic first. Versus building an LLM pipeline in-house, you trade flexibility for a typed contract, per-brick configuration, and credit-metered billing. Pick it when your team wants queryable, comparable conversation fields; skip it if you want insights served to you out of the box.
Key features
- Brick-based semantic checks returning yes/no flags, scores, extracted values, or enum classifications
- Kit-based evaluation frameworks bundling multiple bricks into one API run
- RESTful API accepting a transcript plus kit ID and returning typed JSON per brick
- Credit-based billing: 1 credit per brick evaluation, so an 8-brick kit costs 8 credits per run
- Knowledge Bases add-on (5 credits per run) grounding every brick against docs, playbooks, and policies
- Reasoning & Proof add-on (1 credit per run) with step-by-step explanations and direct citations
- Per-brick configuration options added in version 2.0 (Jan 2026)
- Improved grounding accuracy when scoring against knowledge bases (version 2.0)
- Faster API response times across kit runs (version 2.0)
- Supports call, email, and chat transcripts
- Documented kit templates: 6-brick discovery-quality, 7-brick MEDDICC scorecard, 12-brick QA compliance
- Sandbox environment for testing kits before production rollout
- Workspace roles and permissions for multi-user team access
- Credit top-ups of 500 credits for £15 or 5,000-credit bundles
Behind the verdict
Where this earns its keep is the boring, high-volume stuff. A RevOps team that already knows the questions it asks on every deal call — was the budget confirmed, is there an economic buyer, did a competitor come up — gets a typed field per question from Semarize without writing a prompt pipeline from scratch. The catch is that the brick/kit model rewards preparation and punishes hope. If nobody on your side can articulate the checks, you'll burn the 250 free Builder credits poking at half-formed ideas. Budget time to design the kit before you budget money for credits. The credit model is transparent to a fault. One credit per brick evaluation, so kit cost is arithmetic: bricks per kit times conversations. The base number is easy; the add-ons are where bills drift. Attach Knowledge Bases to a 12-brick QA kit and you pay 17 credits a run, not 12. Add Reasoning & Proof and it's 18. Multiply by call volume and decide whether cited, grounded proof is worth roughly 50% more per conversation — for compliance audits, arguably yes; for forecast-risk flags, probably not. Pricing runs from a free Builder PAYG tier with 250 starter credits and 5 active kits, through Team Plus at £70/mo with 1,500 credits and 25 kits, to Platform Pro at £200/mo with 5,000 credits and unlimited kits (subject to fair use). Top-ups are 500 credits for £15 or 5,000-credit bundles. Against a recorder-plus-summarizer stack, Semarize's honest limitation is that it is not the recorder. It needs transcripts from somewhere else, and if your call-capture story is shaky, solve that first. Against building it yourself, the argument is speed and a stable output contract, not raw flexibility — you're accepting the brick vocabulary in exchange for typed results today. One more caveat from experience with
Limitations
- Semarize processes transcripts you supply; the docs and site do not include call recording or live transcription.
- Usage is credit-based: 1 credit per brick evaluation, so an 8-brick kit costs 8 credits per conversation.
- Knowledge Base grounding (5 credits per run) and Reasoning & Proof (1 credit per run) are optional add-ons that stack on top.
- The free Builder PAYG tier includes 250 starter credits and 5 active kits.
- Team Plus is £70/mo with 1,500 credits, 25 active kits, and 5 knowledge bases; Platform Pro is £200/mo with 5,000 credits and 20 knowledge bases.
- Unlimited kits and knowledge bases are listed under Enterprise or marked subject to fair use policy.
- Prices exclude VAT/sales tax.
- The entry price is engineering time: you must design bricks and kits before you see any output.
as of 2026-10-10
Researching Semarize? Get your full AI stack in 60 seconds.
Free, no signup — tell us your goal and get tools matched to your budget & existing stack.
Is Semarize still active?
Semarize is live · free plan, paid from £70/mo · last verified 30 Oct 2026 · viability monitor.
Viability score
How well maintained and how widely used is Semarize? Built from what the vendor actually publishes (docs, changelog, tutorials, integrations, pricing), whether the site is live, and how much real users discuss it. How we calculate this
Last calculated: October 2026
How we score →What do users say about Semarize?
How we verified this
Every listed fact about Semarize— pricing, features, links, status — is re-read from the vendor's own pages by our verification pipeline and each change is logged with a date; the last pass ran on 30 Oct 2026. Pages mix model-assisted synthesis with human review; see how we verify.
Verification history
We have re-verified Semarize 11 times since . Each pass re-reads the vendor's own pages and re-checks every listed field against that evidence; passes where nothing had changed are marked as such.
- — changed who should skip it, who it suits, summary, our verdict, pricing tiers, features, description
- — changed summary, who should skip it, setup time, features, our verdict, use cases, pricing fit, pricing tiers, switching out, switching in, hidden costs, limitations, description, who it suits
- — changed integrations, who it suits, description, our verdict, features, who should skip it, pricing tiers, summary
- — changed limitations
- — changed hidden costs, switching out, switching in, features, who should skip it, our verdict, pricing fit, setup time, description, use cases, summary, limitations, who it suits, pricing tiers
- — changed SSL certificate, domain expiry
Showing the 6 most recent of 11 verification passes.
Free to cite with attribution — this page re-verifies continuously.
How much does Semarize cost in 2026?
Semarize: Free to start; paid plans from £70/mo. Pricing last verified 30 Oct 2026.
Plans compared
Every published Semarize tier, its price as the vendor publishes it, who it fits, and what it adds over the tier below. The 12-month cost projection follows.
| Plan | Price | Billing | Who it's for |
|---|---|---|---|
| Builder PAYG | Free | — | Developers and data engineers prototyping brick and kit logic before committing budget.Adds: Free entry point with 250 starter credits, 5 active kits, sandbox access, and API access; pay only for usage beyond the starter credits. |
| Team Plus | £70/mo | monthly | Small RevOps or QA teams rolling out consistent kit runs across a shared workspace.Adds: Adds 1,500 credits, raises the kit cap to 25, includes 5 knowledge bases, plus workspace roles and email support. |
| Platform Pro | £200/mo | monthly | Larger teams running heavier conversation volume across multiple kits and knowledge bases.Adds: Adds 5,000 credits, unlimited kits (subject to fair use), 20 knowledge bases, and priority support. |
| Enterprise | Custom | quote | Security-conscious organizations needing SSO, a dedicated SLA, and custom credit allocation.Adds: Adds custom credit allocation, unlimited kits and knowledge bases (subject to fair use), SSO and advanced access control, dedicated SLA, and a dedicated success manager. |
| Additional credits (top-up) | £15/500 creditsVendor: “£15 per 500 credits” | usage | Any plan that has burned through its included credits mid-cycle and needs more before renewal.Adds: Buy 500 credits for £15 or a 5,000-credit bundle; prices exclude VAT/sales tax. |
12-month cost
Project the real annual outlay, including the implied monthly cost when only an annual tier is published.
Vendor list price only. Add-on usage, seat overages, and contract minimums are surfaced under Hidden costs & gotchas.
Where the pricing makes sense
The company stage and team size where Semarize's pricing actually pencils out — and where peers do it cheaper.
Builder PAYG is free with 250 starter credits and 5 active kits — enough to prototype but not to run production. Team Plus at £70/mo with 1,500 credits and 25 active kits fits small teams rolling out consistently. Platform Pro at £200/mo with 5,000 credits and 20 knowledge bases suits larger teams with heavier usage. Enterprise is contact-sales for SSO, dedicated SLA, and custom credit allocation. Compared to summarization-first tools that bundle seats and dashboards, Semarize's cost scales
Has Semarize's pricing changed?
No plan price for Semarize has moved since we began logging in Aug 2026; the pricing page is re-read on every verification pass.
Who should pick Semarize?
Pick Semarize if you are RevOps teams returning typed MEDDICC and forecast-risk fields into Salesforce deal records, Data teams piping conversation signals into a warehouse as typed JSON columns, GTM engineers scoring deal quality, qualification coverage, and churn intent at scale, QA and compliance functions automating audits with per-brick scores and cited proof.
Look elsewhere if you are Teams needing call recording or transcript capture — Semarize consumes transcripts, it does not record them, Buyers who want a no-code dashboard rather than an API integration their engineers own, Low transcript volume where the manual review you already do is cheaper than per-brick credits, Anyone expecting out-of-the-box sentiment analysis or auto-written call summaries.
Skip it if Skip Semarize if you don't already have transcripts to feed it or lack the engineering capacity to design bricks and kits before seeing any output — it is an API layer, not a recorder or a dashboard.
GeneratedReal-world workflow fit
Concrete scenarios for the personas Semarize actually fits — and what changes day-one when you adopt it.
Pull call transcripts from the existing recorder, POST each to a 7-brick MEDDICC scorecard kit, and write the returned MEDDICC Score, Champion Strength, and Forecast Risk fields back to Salesforce deal records nightly.
Outcome: Deal records carry typed qualification signals instead of a paragraph of call notes, and forecast reviews use a numeric MEDDICC score rather than rep self-report.
Run a 12-brick QA compliance kit with Knowledge Bases and Reasoning & Proof against every agent call, then route the Compliance Score and cited proof into a weekly audit pack.
Outcome: Script adherence, disclaimers, and prohibited phrases are audited at scale with a per-brick explanation citing the exact call moment, at 18 credits per conversation.
Batch transcripts through a custom kit via the API, land the typed JSON per brick in a warehouse table, and join it against CRM opportunity data for pipeline analysis.
Outcome: Conversation signals become queryable columns — competitor mentions, churn intent, expansion intent — with no parsing layer between the API and the warehouse.
Use cases
- Extract MEDDICC scores from sales call transcripts into Salesforce deal records
- Trigger workflow actions when a brick detects competitive mentions in a conversation
- Score customer success interactions against compliance checklists using custom bricks
- Feed structured conversation signals into BI dashboards for pipeline analysis
- Evaluate AI agent conversations for quality and adherence to guidelines
- Flag churn intent and save-offer effectiveness across a support call library
- Audit script adherence, mandatory disclaimers, and prohibited phrases at scale
Setup time & first value
How long it actually takes to get something useful out of Semarize — broken out by persona, not the marketing-page minute.
Developer or data engineer: first typed output within a session once a transcript and a small kit are defined, using the 250 free Builder credits. RevOps lead: days, because bricks and kits must encode your qualification model first. QA manager: a week or more to design a compliance kit and validate it in the sandbox before running it in production.
Switching to or from Semarize
How to bring data in from common predecessors and how to get it back out — written for the switcher, not the buyer.
- →From manual call review: replace spreadsheet scoring with bricks that return a numeric MEDDICC or QA score per call.
- →From a summarization-first tool: keep the recorder, send its transcripts to Semarize for typed per-brick signals instead of paragraph summaries.
- →From a home-grown prompt pipeline: swap brittle prompt-plus-parse code for a kit ID plus typed JSON response.
- →From a BI sentiment dashboard: move from aggregate sentiment labels to discrete fields like Churn Intent, Save Offer Made, and Complaint Categorised.
- ↗To a recorder plus dashboard suite: you gain call capture and a UI, and lose the typed per-brick JSON contract.
- ↗To a generic LLM API: you keep the model call but rebuild brick definitions, scoring logic, and structured output parsing yourself.
- ↗To manual QA sampling: you cut the credit spend and lose per-call cited proof at scale.
Integrations
Resources & guides
Tutorials & Learning
YouTube returned 6 videos for “Semarize”, and we withheld 6: 6 could not be judged, because “Semarize” is a single word that other videos use for other things. We are showing none, because we could not prove any of them are about Semarize.
Official links
What are the best Semarize alternatives?
The closest alternatives to Semarize we list are Sybill, Clari Copilot and Gong. Ranked by direct product-type match, not category overlap.
| Alternative | Pricing | Starts at | Last verified |
|---|---|---|---|
| Sybill | Freemium | Pricing not published | — |
| Clari Copilot | Contact Sales | Custom pricing | — |
| Gong | Contact Sales | Custom pricing | — |
Alternatives to Semarize
View all
Sybill
Sybill is an AI sales assistant that auto-updates CRM fields and turns sales calls into executed follow-ups.
Clari Copilot
Salesloft Conversation Intelligence records, transcribes, and turns sales calls into CRM updates and forecast signals.
Tools that pair well with Semarize
Common stack mates teams adopt alongside Semarize, with the specific reason each pairing earns its keep.
Sybill
Sybill is an AI sales assistant that auto-updates CRM fields and turns sales calls into executed follow-ups.
Clari Copilot
Salesloft Conversation Intelligence records, transcribes, and turns sales calls into CRM updates and forecast signals.
Gong
Gong is a revenue AI platform that records customer interactions and turns them into forecasts, coaching and governed agent workflows.
Semarize vs its closest rival
Semarize's closest head-to-head is with Truleo — Choose Truleo if you're a law enforcement agency needing to connect siloed data (RMS, CAD, jail calls, BWC) into automated leads and briefings. Choose Semarize if you're a RevOps or engineering team building structured pipelines from conversation transcripts for CRM enrichment or QA — its brick-by-brick approach gives granular, auditable signals. Verdict generated
Head-to-head comparisons
Semarize vs Truleo
Choose Truleo if you're a law enforcement agency needing to connect siloed data (RMS, CAD, jail calls, BWC) into automated leads and briefings. Choose Semarize if you're a RevOps or engineering team building structured pipelines from conversation transcripts for CRM enrichment or QA — its brick-by-brick approach gives granular, auditable signals.
GeneratedSemarize vs Screenplayiq
If you're a screenwriter or producer needing AI-driven box office predictions and script structure analysis, ScreenplayIQ is your pick with its free tier and low-cost plans. For RevOps teams and data engineers automating conversation signal extraction via API, Semarize is the clear winner with granular bricks and CRM integrations. Choose based on your domain: film analytics vs. conversation intelligence.
GeneratedSemarize vs Presto Voice
Presto Voice and Semarize serve entirely different domains. Choose Presto Voice if you operate drive-thru QSR locations and need an out-of-the-box voice AI solution with proven upselling ROI and recent enterprise traction (e.g., Dairy Queen). Choose Semarize if you are a data or RevOps team needing a programmable API to extract structured signals from sales call transcripts with auditable reasoning.
GeneratedFrequently asked questions
Best-of guides
Used Semarize? Help shape our editorial sentiment research.