Distro
AI sales automation that turns RFQs into quotes in 90 seconds for industrial distributors.
If you're an industrial distributor with high RFQ volume and a modern ERP, Distro delivers real, measurable ROI—90-second quotes and 92% item match accuracy are the kind of numbers that actually move revenue. But it's not a plug-and-play tool; custom pricing and ERP integration mean you need commitment. Skip it if you're a general sales team or a small shop without a digital catalog.
Verified 4d ago · liveness 67/100 · cite: rightaichoice.com/tools/distro
- Inside sales reps at industrial distributors processing 100+ line RFQs
- Counter sales associates needing instant cross-references and pricing
- Outside sales reps needing field access to pricing and tech specs
- Commercial sales teams converting plans and specs into BOMs
- Direct-to-consumer retailers without wholesale workflows
- Small mom-and-pop shops with limited digital catalog
- Teams not ready to trust AI for critical quoting accuracy
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Skip Distro if you're not an industrial distributor or manufacturer's rep with a digital product catalog and an existing ERP to integrate.
Pricing is custom and only available after a demo, so you won't know the cost until you engage with sales.
Distro's pricing is custom and undisclosed, suitable for mid-to-large industrial distributors with budget for vertical AI. It's likely more expensive than generic sales tools like Salesforce but can replace manual quoting hours, offering a strong ROI for high RFQ volumes. Smaller shops may find it cost-prohibitive compared to simpler CRM solutions.
In short
Distro — AI sales automation that turns RFQs into quotes in 90 seconds for industrial distributors. Best for Inside sales reps at industrial distributors processing 100+ line RFQs, Counter sales associates needing instant cross-references and pricing, Outside sales reps needing field access to pricing and tech specs. Contact Sales pricing.
What people actually say about Distro — is it worth it?
We ran a structured research pass across product reviews, community discussions, and post-purchase forum threads to surface the patterns vendors won't publish themselves. Below: the recurring strengths, the hidden costs people mention most, and the cohort that consistently regrets adopting this tool.
65 mentions across 4 sources (Hacker News, Product Hunt, App Store, Lemmy) · researched Jul 3, 2026.
- +Targets a specific, underserved niche (industrial wholesale distributors).
- +Claims 90% faster quoting from complex RFQs in 90 seconds.
- +Boasts 92%+ item match accuracy using domain-specific AI models.
- +Integrates with existing ERP/CRM systems to reduce workflow disruption.
- +Human-in-the-loop design keeps sales reps informed, not replaced.
- −No verifiable real-world user reviews exist in the data.
- −Product Hunt post is vague and may confuse it with other tools.
- −Marketing claims lack independent validation from community.
- −Pricing is hidden behind 'contact us' – potential for surprise costs.
- −Name conflict with popular music distribution platform (DistroKid).
- • Implementation fees for ERP integration not disclosed
- • Possible per-user or per-RFQ overage charges
- • Potential charges for premium support or custom models
Viability Score
How well maintained and how widely used is Distro? 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: August 2026
How we score →Key Features
- AutoBid: automated RFQ-to-quote in ~90 seconds regardless of format or complexity
- Distro Agent: AI chat assistant for real-time technical product questions and sales guidance
- Embedded AI customer support for e-commerce websites: product details, pricing, availability, order tracking
- Plan & Spec: scan spec sheets, schedules, and project documents to auto-generate BOMs
- AI CPQ: multi-step commercial quoting for Commercial HVAC and Commercial Refrigeration
- AP Invoicing: capture vendor invoices, auto-match lines to POs and receiving records, post to ERP
- Counter sales: instant product lookups, cross-references, and pricing at the counter or on the phone
- Inside sales: turn 100+ line RFQs into completed quotes
- Outside sales: instant pricing and technical answers from any device
- Works with RFQs, Bid Lists, and Purchase Orders
- Pricing and availability based on real-time ERP data
- Human-in-the-loop workflow: review exceptions instead of every transaction
- Web and mobile access
- Configurable per distributor product catalog
About Distro
Distro is an AI-powered sales automation platform built specifically for industrial wholesale distributors in HVAC, electrical, plumbing, MRO, and similar verticals. It sits on top of your existing ERP as an agentic layer, automating the most time-consuming front-office tasks: responding to RFQs, looking up product cross-references, generating complex commercial quotes, and even processing vendor invoices. The platform targets counter, inside, outside, and commercial sales teams who are drowning in manual spreadsheet work and tribal knowledge that walks out the door when senior reps retire. At the core is AutoBid, which turns a 100+ line RFQ into a completed quote in about 90 seconds regardless of format or complexity. The Distro Agent is an AI chat assistant that answers technical product questions and guides sales reps in real time, and it can be embedded into your e-commerce site to handle customer support. For commercial projects, Distro's Plan & Spec capability scans spec sheets and project documents to auto-generate structured BOMs, while AI CPQ streamlines multi-step commercial quoting for HVAC and refrigeration. AP Invoicing captures vendor invoices from any source, matches lines to POs and receiving records, and posts clean invoices to the ERP so your team only reviews exceptions. Distro integrates with Epicor Prophet 21, Epicor Eclipse, Infor CSD, SXE, FACTS, NetSuite, Acumatica, DDI, Salesforce, SAP, and custom ERPs. It promises 90%+ faster quoting, 80%+ faster knowledge retrieval, and 92%+ item match accuracy. The platform is accessible via web and mobile, giving outside sales reps instant pricing and answers on any device. Unlike generic CRM or quoting tools, Distro is deeply vertical, built around the workflows and catalogs of industrial distribution. It's a layer that adds AI superpowers to systems you already use, not a replacement for them. For distributors facing labor shortages and high RFQ volume, Distro is purpose-built to win more quotes
Behind the Verdict
Distro is the rare AI tool that's built for a very specific job: making industrial distributors faster at quoting and answering product questions. If your team spends hours on 100-line RFQs, this could be transformative. The 90-second AutoBid claim is bold, but the 92% item match accuracy suggests it's not just hype—that kind of precision is what makes it usable in production. We'd reach for this when you have a high volume of RFQs and a real problem with knowledge loss as senior reps retire. Distro captures that tribal knowledge in an AI agent that's available to every rep. That's a genuine pain point in distribution, and the platform addresses it head-on. Where it bites: pricing is custom, so you'll need to talk to sales. And it only works if you have a solid ERP to integrate with. If you're on legacy systems or don't have clean catalog data, expect a longer implementation. It's also not for direct-to-consumer retailers or small shops without digital catalogs—you won't get value if your volume is low. Compared to a generic CRM like Salesforce, Distro is apples-to-oranges. Salesforce manages relationships; Distro automates the quoting workflow. They can even work together, with Distro layering on top. For the money, you're paying for vertical depth, not general-purpose features. In practice, the AP Invoicing module is a quiet win—most quoting tools don't touch the back office. It's a nice differentiator that shows Distro knows distribution end-to-end. If you're a manufacturer's rep or a distributor with moderate RFQ volume, test it with your own catalog. The proof is in the match accuracy and speed, which you can validate in a pilot. Just don't expect a free trial; this is an enterprise-grade commitment.
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Real-world workflow fit
Concrete scenarios for the personas Distro actually fits — and what changes day-one when you adopt it.
Receives a 150-line PDF RFQ for a commercial HVAC project.
Outcome: Uploads the RFQ to Distro, which auto-generates a complete quote with pricing and availability in ~90 seconds, ready to send.
A walk-in customer asks for a cross-reference part and real-time pricing.
Outcome: The associate uses Distro on a tablet to instantly find the part, check cross-references, and give pricing without manual lookups.
On a job site, a contractor asks a technical question about a product.
Outcome: The rep uses Distro's mobile app to chat with the AI agent and get an immediate, accurate answer, closing the deal on the spot.
Use Cases
- Convert a multi-page PDF RFQ into a structured quote in under 2 minutes.
- Look up cross-reference parts and real-time pricing at the counter for a walk-in customer.
- Generate a clean bill of materials from messy architectural plans and specs.
- Answer technical product questions instantly while on a sales call in the field.
- Automate the end-to-end RFQ-to-vendor-payment process for repeat orders.
Models Under the Hood
as of 2026-08-23
Limitations
- Distro is an AI sales automation platform tailored specifically for industrial distributors and manufacturer's reps, with a focus on quoting, product lookups, and RFQ processing.
- It emphasizes speed improvements (e.g., 90%+ faster quoting, 80%+ faster knowledge retrieval) and item match accuracy of 92%+ for industrial distribution contexts.
- Pricing and technical implementation details are not disclosed on the public site, and the effectiveness may vary based on catalog complexity and user adoption.
as of 2026-08-13
Verification history
We have re-verified Distro 5 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.
- — re-verified summary, description, our verdict, our analysis, pricing model, pricing tiers, features, integrations, who it suits, who should skip it
- — re-checked, vendor evidence unchanged
- — re-verified summary, description, our verdict, our analysis, pricing model, pricing tiers, features, integrations, who it suits, who should skip it
- — re-verified summary, description, our verdict, our analysis, pricing model, pricing tiers, features, integrations, who it suits, who should skip it
- — re-verified summary, description, our verdict, our analysis, pricing model, pricing tiers, features, integrations, who it suits, who should skip it
Free to cite with attribution — this page re-verifies continuously.
Where the pricing makes sense
The company stage and team size where Distro's pricing actually pencils out — and where peers do it cheaper.
Distro's pricing is custom and undisclosed, suitable for mid-to-large industrial distributors with budget for vertical AI. It's likely more expensive than generic sales tools like Salesforce but can replace manual quoting hours, offering a strong ROI for high RFQ volumes. Smaller shops may find it cost-prohibitive compared to simpler CRM solutions.
Setup time & first value
How long it actually takes to get something useful out of Distro — broken out by persona, not the marketing-page minute.
Setup varies: ERP integration can take 2-6 weeks depending on complexity. Catalog configuration and data cleanup may add a few weeks. Most teams see first value within the first month, with full rollout over a quarter.
Switching to or from Distro
How to bring data in from common predecessors and how to get it back out — written for the switcher, not the buyer.
- →From manual quoting spreadsheets: Distro's AutoBid can replace manual RFQ processing, but you'll need to map your product catalog and pricing into the system.
- →From legacy quoting tools: Migrate your ERP integration and historical quote data to Distro, with support from Distro's team.
- ↗To a generic CRM like Salesforce: You can export quote data and product catalogs, but lose Distro's vertical-specific AI features.
- ↗To another vertical ERP tool: Integration is possible but you'll need to rebuild workflows and train on your data.
Integrations
Resources & Guides
Tutorials & Learning
Official links
Tools that pair well with Distro
Common stack mates teams adopt alongside Distro, with the specific reason each pairing earns its keep.
Featured Head-to-Head Comparisons
Distro vs Presto Voice
Choose Presto Voice if you run a QSR chain and need to automate drive-thru ordering with proven upselling ROI (e.g., Dairy Queen partnership). Choose Distro if you are an industrial distributor drowning in manual RFQs and need to automate quoting and knowledge retrieval. Both are enterprise-grade, contact-priced tools for very different workflows.
Distro vs Truleo
Truleo and Distro serve entirely different verticals. Choose Truleo if you're a law enforcement agency drowning in siloed data from RMS, CAD, jail calls, and body cameras—its one-search and automated briefings can slash report writing time from 40 to 7 minutes. Choose Distro if you're an industrial wholesale distributor looking to speed up quoting—its AutoBid handles complex RFQs in 90 seconds. There's no overlap; your industry dictates the choice.
Distro vs Bitsgap
Bitsgap and Distro serve entirely different markets — crypto trading vs. industrial wholesale distribution. There is no direct competition. Your choice depends solely on your industry and role. If you trade cryptocurrencies, Bitsgap is a solid bot platform. If you work in wholesale distribution, Distro is purpose-built to accelerate quoting and sales.
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