Poka Labs vs Presto Voice

Side-by-side comparison of features, pricing, and ratings

Analysis reviewed Live tool data as of 2026-10-09
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At a glance

DimensionPoka LabsPresto Voice
Target CustomerIndustrial manufacturersQSR chains with drive-thrus
Core FunctionAI pricing & quoting automationVoice AI order taking & upselling
Pricing ModelContact for quoteContact for quote
Key IntegrationSalesforce, NetSuite, SAP, ExcelElevenLabs, POS, headset systems
Deployment DifficultyDays, no rip-and-replaceEasy multi-location installation
Latest NewsShow HN: peerd – browser AI agent (2026-06-23)Dairy Queen partnership (2026-04-16)
Poka Labs
Poka Labs

Poka Labs turns messy industrial RFQ emails into priced, approved quotes and tells you what in your catalog needs repricing.

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Presto Voice
Presto Voice

Presto Voice is drive-thru voice AI that takes QSR orders at the speaker post and upsells every car.

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Pricing
Contact Sales
Contact Sales
Plans
—
—
Popularity
4 views
7.5k views
Skill Level
Intermediate
Intermediate
API Available
Platforms
Web
API
Categories
📋 Procurement & Quoting🎣 Sales Prospecting & Outbound
🍽️ Restaurant & Hospitality☎️ Voice AI Agents & Phone Automation
Features
Reads RFQ emails including PDF attachments and inline images
Extracts line items from free-text and scanned specifications
Prices each quote line using customer agreements and your rules
Interactive quote workspace tracking inbox to ready-for-review
Quote status sync back to connected systems
Pricing intelligence that flags reprice, hold, or escalate per item
Cost trend monitoring from supplier price sheets and raw material indices
Freight surcharge tracking folded into cost signals
Repricing priorities ranked by margin impact in dollars
Proposed prices shown with reasoning attached
Catalog scoring showing items needing repricing and margin at risk
Guided selling context to defend price per deal
Applies tiered discounts, margin floors, volume breaks, and approvals
Ingests Excel, spreadsheets, and supplier files without data cleanup
Human-in-the-loop approval and override on drafted quotes
Automated drive-thru order taking via voice AI at the speaker post
Continuous upselling of add-ons and specials to raise average order value
Runs a spectrum of Voice AI approaches rather than a single model
Up to 95% non-intervention rate on drive-thru orders (vendor-published)
Up to 88% upsell offer rate (vendor-published)
Up to 6% monthly incremental revenue increase (vendor-published)
24/7 drive-thru ordering availability
Installation at scale without disrupting live drive-thru lanes
POS and headset provider integration handled by Presto (integration specialist)
Available through the Toast Partner Ecosystem (Sept. 21, 2026)
Managed deployment with ongoing vendor support
ROI reporting across non-intervention, upsell, and revenue lift
National rollout experience at Wienerschnitzel, Taco John's, and Dairy Queen
15+ years of restaurant drive-thru automation experience since 2008
Integrations
Salesforce
NetSuite
SAP
Excel
Toast

What real users say: Poka Labs vs Presto Voice

Not marketing copy and not our opinion — a structured sweep of public discussion (reviews, forums, communities and video comments), showing what people praise and what they complain about for each tool.

Poka Labs

No verifiable community signal. We scanned public discussion on Aug 29, 2026 and found posts matching the name “Poka Labs”, but could not establish that they are about this product rather than something else sharing its name. Rather than publish a score built on the wrong subject, we publish none.

Presto Voice

45 mentions across 3 sources · 32% positive — critical (weighted across 3 sources)

YouTube, App Store, Lemmy

What users praise

  • • Fifteen-plus years in restaurant automation gives Presto real QSR operational experience
  • • Handles POS and headset provider integration itself, avoiding a lane shutdown at install
  • • National rollouts at Wienerschnitzel, Taco John's, and Dairy Queen validate enterprise scale
  • • Spectrum-of-models approach targets store-by-store variation in menus, accents, and ambient noise

What frustrates them

  • • No independent operator reviews exist in the public data to validate the 95% claim
  • • Vendor-published metrics lack third-party audited baselines or methodology
  • • Only Toast is named as an integration — other POS stacks are unproven
  • • Pricing is undisclosed, making per-lane ROI modeling impossible up front

Researched Oct 7, 2026

Who should pick which

  • QSR chain operator
    Pick: Presto Voice

    Presto Voice is specifically designed for drive-thru automation, proven to boost upsell rates up to 88% acceptance and reduce staff workload.

  • Industrial manufacturer pricing manager
    Pick: Poka Labs

    Poka Labs automates complex quoting from messy data, learns tribal rules, and integrates with ERP/CRM to defend margins.

  • Franchise network executive
    Pick: Presto Voice

    Presto Voice scales across multiple locations with easy installation, menu unification, and consistent voice AI performance.

  • B2B sales team handling RFQs
    Pick: Poka Labs

    Poka Labs ingests email and PDF RFQs, resolves vague SKUs, and generates quotes automatically with human approval.

  • Restaurant with no drive-thru
    Pick: Poka Labs

    Neither fits perfectly, but Presto is drive-thru only; Poka Labs at least addresses a different need. Consider other tools.

Frequently Asked Questions

Can Presto Voice work in noisy drive-thru environments?

Yes, it uses a multi-model AI including ElevenLabs to handle accents and background noise, achieving up to 95% non-intervention rate.

Does Poka Labs require data cleanup before use?

No, it ingests messy Excel, CSV, PDF, scanned TDS/MSDS, and unstructured emails without data preparation.

What integrations does Presto Voice support?

It integrates with major POS and headset systems, plus ElevenLabs for voice. Specific POS partners not named, but contact for details.

What CRM/ERP does Poka Labs integrate with?

Salesforce, NetSuite, SAP, and Excel spreadsheets. It syncs quotes back to these systems.

Is there a free trial for either tool?

Both require contact for pricing; no free tiers are mentioned. Presto Voice has a contact form; Poka Labs likely offers demos.

Which tool is better for small independent businesses?

Neither—Presto targets chains; Poka targets manufacturers. Both likely have enterprise pricing. Small businesses may find more affordable alternatives.

Does Presto Voice handle phone ordering?

Yes, it includes phone ordering automation in addition to drive-thru voice AI.

Can Poka Labs operate with human oversight?

Yes, it includes human-in-the-loop with one-click approve or override, allowing teams to maintain control.

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Last reviewed: July 3, 2026