Prox is live · pricing from $2,000/mo · last verified 25 Oct 2026 · viability monitor
Prox
Prox is an AI technical sales assistant that turns manufacturer catalogs into guided product selection and quote-ready leads.
Prox goes after the real bottleneck for configurable equipment: the guessing that happens before a sales call. The Doka deployment, cited answers, and active MCP connectors to ChatGPT, Claude, Copilot, and Gemini show a team that understands manufacturers, not just LLMs. The catch is scope and spend — at roughly $2,000/mo for the published Launch tier, it only pencils out if you carry deep catalogs, a dealer network, and enough wrong-fit returns to fund the fix.
Verdict generatedVerified 5d ago · liveness 68/100 · cite: rightaichoice.com/tools/prox
- Manufacturers of complex configurable equipment with deep catalogs and manuals
- Pre-sales teams handling product selection, configuration, and quoting for dealers
- Companies with dealer or distributor networks needing consistent product knowledge
- Field service operations wanting QR-triggered cited repair and service instructions
- Pure software products with no physical manuals or configuration complexity
- Small manufacturers with a single product line and minimal pre-sales support
- Teams whose catalogs and documentation are unstructured or incomplete
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Skip Prox if your product is simple enough that buyers don't need clarification before ordering, or if you require offline or air-gapped deployment rather than US AWS hosting.
The published Launch tier runs about $2,000/mo; moving to multi-channel deployment, MCP connectors, and the enterprise security review package means stepping up to Scale, which is quoted as custom.
The published Launch tier at about $2,000/mo suits a mid-market manufacturer with one catalog and a website widget who wants cited product selection and quote handoff. Scale is quoted custom and targets multi-channel manufacturers running dealer portals, QR service flows, and MCP connectors. It sits above generic chatbot builders, which cost far less but carry your rules, catalogs, and quote logic yourself, and it is priced for teams where pre-sales friction is measured in revenue.
In short
Prox — Prox is an AI technical sales assistant that turns manufacturer catalogs into guided product selection and quote-ready leads. Best for Manufacturers of complex configurable equipment with deep catalogs and manuals, Pre-sales teams handling product selection, configuration, and quoting for dealers, Companies with dealer or distributor networks needing consistent product knowledge. Plans from $2,000/mo.
What is Prox?
Prox — Prox is an AI technical sales assistant that turns manufacturer catalogs into guided product selection and quote-ready leads. Best for Manufacturers of complex configurable equipment with deep catalogs and manuals, Pre-sales teams handling product selection, configuration, and quoting for dealers, Companies with dealer or distributor networks needing consistent product knowledge. Plans from $2,000/mo.
Prox is an AI technical sales assistant built for manufacturers of complex, configurable physical equipment: concrete formwork, AV gear, construction machinery, and anything else sold through catalogs, manuals, and compatibility rules. You send your catalog, manuals, calculators, and accessory logic; Prox builds one governed product layer and deploys guided agents across your website, channel account portals, QR codes on physical products, messaging channels, and MCP connectors for ChatGPT, Claude, Microsoft Copilot, and Google Gemini. The workflow is narrow on purpose. A buyer forming concrete walls on a crane-limited site answers wall height, region, and crew priority, then gets a recommended panel mix — Framax Xlife 3.30 m, plus accessories — with a citation to "Framax user guide, p. 12." That cited-answer pattern is what separates Prox from a generic chatbot: recommendations trace back to approved source documents, and product selection, configuration, competitive defense, quoting math, and sales handoff all run on the same knowledge. Recent releases push it past pre-sales. QR codes on products now open cited service flows for technicians on-site, and multilingual product pages let global manufacturers answer dealers and buyers in local languages. Onboarding is four steps and runs about two weeks, with your experts approving the experience before anything reaches a buyer. Governance is the pitch: one layer keeps catalogs, rules, and quote logic consistent across every channel, customer data sits in US AWS regions, is not used to train shared models, and can be exported and deleted within 60 days. The tradeoff is scope — Prox is for manufacturers with deep catalogs, dealer networks, and pre-sales friction worth removing. Below that, a chatbot builder or an in-house RAG project costs less.
Key features
- Product selection guidance that asks clarifying questions before recommending
- Configuration and compatibility rules engine with accessory logic
- Cited recommendations referencing named manual pages and source documents
- Custom quoting calculations and quote-ready sales handoff to reps
- Competitive defense answers built from approved product knowledge
- Website widget guiding buyers from product question to qualified request
- Channel account portals for dealer and distributor product support
- QR codes on physical products opening cited service flows for technicians
- Messaging channel follow-up on text and messaging platforms
- Multilingual self-service on product pages for global manufacturers
- MCP server exposing catalog search and product knowledge trees to external AI tools
- Revision of product knowledge nodes via MCP with versioned, reversible edits
- OAuth 2.1 with PKCE authentication for MCP connections
- Governed product layer keeping catalogs, rules, and quote logic consistent across channels
- Expert approval workflow before any content reaches buyers
Behind the verdict
Where Prox earns its keep is the moment a buyer has a real constraint — wall height, crane access, crew priorities — and a generic site search can't help. Prox asks the clarifying question, returns a panel mix with accessories, and cites the manual page that justifies it. For a manufacturer whose pre-sales calls start with a specialist walking a customer through 400 pages of documentation, that's a real reduction in time-to-quote. The governance layer is the part procurement will like. Approved product knowledge, expert sign-off before launch, SOC 2, AWS FTR, GDPR, US-only hosting, AES-256 at rest, and a documented deletion window of 60 days. That's a story you can hand to a compliance reviewer instead of a marketing page. We'd pick Prox when the catalog is genuinely complex — formwork systems, AV racks, configurable machinery — and your channel includes dealers or distributors who need the same answers as your direct buyers. The QR-code service flows and multilingual pages are the strongest recent additions, because they extend the same governed knowledge to technicians and non-English buyers without a second content project. Pass when your product is software, when the catalog is a single line, or when your documentation is scattered across PDFs no one has cleaned up. Prox builds the product layer from what you give it; if the inputs are messy, the recommendations will be too. Small pre-sales teams with low call volume also won't clear the math on the published Launch tier. The closest alternative is an in-house RAG build on top of a general LLM stack, plus a quote workflow you assemble yourself. That's cheaper only if you value the engineering time at zero. Prox's edge is the governed product layer and the connectors already shipping to ChatGPT, Claude, Copilot,
Models under the hood
as of 2026-10-25
Limitations
- Prox is designed for equipment manufacturers with extensive product documentation; its value depends on available manuals and source material, so thin or incomplete catalogs undercut it.
- No API is publicly documented for programmatic integration beyond the MCP server, which requires a Prox workspace account and caps reads at 10 nodes per call with one-node edits.
- The platform is cloud-only with customer data in United States AWS regions, so offline or air-gapped operation isn't possible.
- QR-triggered service flows are a July 2026 addition, so field-service depth is newer than the pre-sales core.
as of 2026-10-08
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Is Prox still active?
Prox is live · pricing from $2,000/mo · last verified 25 Oct 2026 · viability monitor.
Viability score
How well maintained and how widely used is Prox? 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 Prox?
What people actually say about Prox — is it worth it?
Our community sentiment research written Jul 3, 2026 is more than 90 days old, so it is being re-reviewed against current data and is not shown.
How we verified this
Every listed fact about Prox— 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 25 Oct 2026. Pages mix model-assisted synthesis with human review; see how we verify.
Verification history
We have re-verified Prox 12 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, summary, our verdict, features, pricing tiers, description
- — changed link health, who should skip it, use cases, description, summary, our verdict, features, setup time, hidden costs, integrations, limitations, pricing fit, switching in, switching out
- — changed description, who should skip it, our verdict, who it suits, features, summary, pricing tiers
- — changed pricing page
- — changed integrations, our verdict, use cases, description, who should skip it, summary, switching out, setup time, pricing tiers, switching in, hidden costs, pricing fit, limitations, who it suits, features, pricing page
- — changed domain expiry
Showing the 6 most recent of 12 verification passes.
Free to cite with attribution — this page re-verifies continuously.
How much does Prox cost in 2026?
Prox: Plans from $2,000/mo. Pricing last verified 25 Oct 2026.
Plans compared
Every published Prox 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 |
|---|---|---|---|
| Launch | $2,000/mo | monthly | Single-catalog manufacturer of configurable equipment with a website presence and enough pre-sales friction to justify cited product selection.Adds: Starting tier: AI product selection, a configuration and compatibility rules engine, cited recommendations, a website widget, and quote-ready handoff at about $2,000/mo. |
| Scale | Custom | quote | Multi-channel manufacturers running dealer portals, QR codes on equipment, messaging follow-up, and MCP connectors into ChatGPT, Claude, Copilot, or Gemini.Adds: Adds multi-channel deployment, MCP connectors, a governed product layer across all channels, an enterprise security review package, and custom onboarding and catalog ingestion; quoted custom. |
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 Prox's pricing actually pencils out — and where peers do it cheaper.
The published Launch tier at about $2,000/mo suits a mid-market manufacturer with one catalog and a website widget who wants cited product selection and quote handoff. Scale is quoted custom and targets multi-channel manufacturers running dealer portals, QR service flows, and MCP connectors. It sits above generic chatbot builders, which cost far less but carry your rules, catalogs, and quote logic yourself, and it is priced for teams where pre-sales friction is measured in revenue.
Has Prox's pricing changed?
No plan price for Prox has moved since we began logging in Aug 2026; the pricing page is re-read on every verification pass.
Who should pick Prox?
Pick Prox if you are Manufacturers of complex configurable equipment with deep catalogs and manuals, Pre-sales teams handling product selection, configuration, and quoting for dealers, Companies with dealer or distributor networks needing consistent product knowledge, Field service operations wanting QR-triggered cited repair and service instructions.
Look elsewhere if you are Pure software products with no physical manuals or configuration complexity, Small manufacturers with a single product line and minimal pre-sales support, Teams whose catalogs and documentation are unstructured or incomplete, Buyers with low call volume who won't clear the published Launch tier economics.
Skip it if Skip Prox if your product is simple enough that buyers don't need clarification before ordering, or if you require offline or air-gapped deployment rather than US AWS hosting.
GeneratedReal-world workflow fit
Concrete scenarios for the personas Prox actually fits — and what changes day-one when you adopt it.
A contractor forming concrete walls on a crane-limited site lands on the manufacturer's site and is asked wall height, project region, and whether the crew is optimizing for fast cycling, flexible layouts, or lightweight handling.
Outcome: Prox returns a Framax Xlife 3.30 m panel mix with accessories and a citation to the Framax user guide, p. 12, ready for sales review as a quote-ready request.
A dealer account opens the channel account portal to quote a customer's equipment need and uses Prox's compatibility and accessory rules to check the configuration.
Outcome: The dealer produces a consistent, cited recommendation using the same governed product layer the manufacturer's website uses, then hands the request to sales.
A technician scans the QR code on the equipment in front of them and asks about a fault or repair step.
Outcome: Prox opens a cited service flow with step-by-step instructions drawn from approved product knowledge, and corrections can be committed back to the product's version history via MCP.
Use cases
- Guiding website visitors from a product question to a quote-ready request without manual intervention.
- Supporting dealer staff with product selection, compatibility, and quoting inside dealer portals.
- Enabling on-site troubleshooting via QR codes that open cited manual pages and service flows.
- Answering installation questions from dealers and customers automatically with sourced product knowledge.
- Capturing senior technician knowledge for training new hires on complex equipment.
- Engineering teams querying product catalogs through Claude via the Prox MCP connector.
- Reducing support tickets by offering multilingual self-service on product pages.
Setup time & first value
How long it actually takes to get something useful out of Prox — broken out by persona, not the marketing-page minute.
Onboarding is four steps and about two weeks: you send your catalog link or product files, Prox builds products, options, rules, and documents, your experts test it with real questions, then you go live on the website, channel account portal, or QR code. Nothing reaches buyers until your experts sign off. Most of the calendar time is your team's review and catalog preparation, not build.
Switching to or from Prox
How to bring data in from common predecessors and how to get it back out — written for the switcher, not the buyer.
- →From a generic chatbot builder: connect your existing catalogs, manuals, and compatibility rules into the governed product layer, then replace the bot's free-text answers with cited product selection and quote handoff.
- ↗To an in-house RAG build: export your product knowledge and rules, then rebuild the retrieval, compatibility logic, and quoting yourself, accepting the loss of expert sign-off and channel consistency.
Integrations
Resources & guides
Tutorials & Learning
YouTube returned 1 video for “Prox”, and we withheld 1: 1 could not be judged, because “Prox” is a single word that other videos use for other things. We are showing none, because we could not prove any of them is about Prox.
Official links
What are the best Prox alternatives?
The closest alternatives to Prox we list are Nextlify, HelpKit AI and Pluno. Ranked by direct product-type match, not category overlap.
| Alternative | Pricing | Starts at | Last verified |
|---|---|---|---|
| Nextlify | Paid | Pricing not published | — |
| HelpKit AI | Freemium | Pricing not published | — |
| Pluno | Paid | Pricing not published | — |
Alternatives to Prox
View all
Nextlify
Nextlify sells ready-made AI assistant apps that answer customers, qualify leads and book appointments 24/7, with no coding.
HelpKit AI
HelpKit AI turns your Notion help docs into a source-cited AI support chatbot for +$49/mo
Tools that pair well with Prox
Common stack mates teams adopt alongside Prox, with the specific reason each pairing earns its keep.
Nextlify
Nextlify sells ready-made AI assistant apps that answer customers, qualify leads and book appointments 24/7, with no coding.
HelpKit AI
HelpKit AI turns your Notion help docs into a source-cited AI support chatbot for +$49/mo
Pluno
Pluno is an AI support agent that resolves complex B2B technical tickets by learning from past tickets and connected tools.
Prox vs its closest rival
Prox's closest head-to-head is with Presto Voice — If you run drive-thru QSR chains and want higher revenue via voice AI upselling, Presto Voice is your tool. If you manufacture complex physical products and need to slash support tickets, onboarding time, and costly errors with an AI that cites manuals, Prox is the clear winner. These tools don't compete head-to-head; pick the one that matches your industry and use case. Verdict generated
Head-to-head comparisons
Prox vs Presto Voice
If you run drive-thru QSR chains and want higher revenue via voice AI upselling, Presto Voice is your tool. If you manufacture complex physical products and need to slash support tickets, onboarding time, and costly errors with an AI that cites manuals, Prox is the clear winner. These tools don't compete head-to-head; pick the one that matches your industry and use case.
GeneratedProx vs B Rokratt
Choose Prox if you're a manufacturer of complex physical products looking to reduce support load and empower field technicians with cited, visual answers; choose Bürokratt if you're an Estonian citizen needing free, secure access to government services. They serve entirely different domains and budgets.
GeneratedProx vs Truleo
Truleo and Prox serve completely different markets. Truleo is a law enforcement intelligence platform that connects siloed data to generate case leads, while Prox is a technical support agent for manufacturers of complex physical goods. Choose based on your industry: law enforcement needs Truleo; product manufacturers need Prox. There's no direct overlap.
GeneratedFrequently asked questions
Best-of guides
Topics
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