Mireye vs Presto Voice

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

Analysis reviewed Live tool data as of 2026-08-23
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At a glance

DimensionMireyePresto Voice
PricingPaid (token/webhook usage)Contact sales
Primary Use CaseGeospatial data for AI agentsDrive-thru voice AI
Target CustomerUnderwriters, lenders, GIS devsQSR chains
IntegrationClaude Desktop, CursorPOS, headset, ElevenLabs
Key Metric207 fields across 7 layers95% non-intervention rate
Latest NewsNo recent newsDairy Queen partnership (Apr 2026)

If you run a QSR chain and need drive-thru automation with proven revenue lift, Presto Voice is the clear choice—it just landed Dairy Queen and offers up to 95% non-intervention. If you need auditable, provenance-tagged geospatial data for US coordinates, Mireye is your tool—perfect for underwriters and AI agents. These products serve entirely different domains, so the right pick depends on your business: order-taking or location intelligence.

Try MireyeTry Presto Voice
Mireye
Mireye

Provenance-tagged US geospatial data API for AI agents and underwriters.

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Presto Voice
Presto Voice

Managed drive-thru voice AI for QSR chains, boosting revenue and staff efficiency.

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Pricing
Freemium
Contact Sales
Plans
$0/mo
$19/mo
$99/mo
Custom
—
Popularity
1 views
7.5k views
Skill Level
Intermediate
Intermediate
API Available
Platforms
APIPlugin
API
Categories
🌐 Web Scraping & Search APIs🔌 MCP Servers & Agent Tooling
🍽️ Restaurant & Hospitality☎️ Voice AI Agents & Phone Automation
Features
Natural language /v1/ask endpoint returns synthesized answers with inline citations
Raw field /v1/fetch endpoint returns per-field values with provenance for batch jobs
Address geocoding /v1/geocode with match confidence and candidate handling
Canonical parcel lookup /v1/lookup for coordinates, addresses, and APNs with typed refusal
Drive-time distance & matrix via /v1/proximity covering US and Canada
MCP server for Claude Desktop, Cursor, and custom MCP agents
285 cited fields across 7 layers: terrain, land cover, built environment, utilities, parcels, climate, hazards
15 use-case presets: solar_siting, flood_risk, data_center_siting, wildfire_underwrite, and more
Field request system: describe missing data, queue a build, poll with request_id
Partial failure reporting with retryable flag for unavailable fields
Public field catalog at GET /v1/meta/fields
Multiple auth methods: bearer token, dashboard API token, device-flow login, or MCP OAuth
Data from 85 authoritative sources: USGS, FEMA, NOAA, USDA, EPA, EIA, FCC, Census, and more
Per-field citations with source, source_url, fetched_at, and confidence bucket
Batch processing: send hundreds of locations in one call, one bad address doesn't fail the rest
Automated drive-thru order taking via voice AI
Spectrum of Voice AI models for multi-brand adaptation
Upselling engine for add-ons and specials
Up to 95% non-intervention rate on orders
Up to 88% upsell offer acceptance rate
Up to 6% monthly incremental revenue increase
24/7 drive-thru availability
Installation at scale with minimal disruption
Integration with major POS and headset providers
Measurable ROI metrics (non-intervention, upsell, revenue lift)
Managed deployment and ongoing support
Optimizes staff efficiency and order accuracy
National rollout experience (Taco John's, Wienerschnitzel, Dairy Queen)
15+ years restaurant industry experience
Integrations
Claude Desktop
Cursor

What real users say: Mireye 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.

Mireye

0 mentions · 39% positive — critical

What users praise

  • • Provenance-tagged data with exact federal source citations.
  • • Dual API endpoints: LLM-synthesized answers and raw field values.
  • • MCP server integrates directly with Claude Desktop and Cursor.
  • • 207 fields across 7 layers covering terrain, land cover, climate, etc.

What frustrates them

  • • No community reviews or testimonials to verify claims.
  • • Pricing is opaque – no free tier or transparent cost breakdown.
  • • Documentation is sparse and lacks troubleshooting examples.
  • • Support channels are not publicly visible or easily accessible.

Researched Jul 3, 2026

Presto Voice

34 mentions across 3 sources · 18% positive — critical

YouTube, App Store, Lemmy

What users praise

  • • Vendor claims up to 95% non-intervention rates on orders.
  • • Upselling engine reportedly achieves up to 88% offer acceptance.
  • • Integration with major POS and headset systems is extensive.
  • • Deployment at scale with minimal disruption, per vendor.

What frustrates them

  • • No independent reviews or case studies found in community data.
  • • Pricing is opaque, requiring sales conversation for any estimate.
  • • Not suitable for small restaurants due to enterprise focus.
  • • No self-service setup, limiting flexibility for tech-savvy users.

Researched Aug 18, 2026

Who should pick which

  • QSR chain operator
    Pick: Presto Voice

    Presto automates drive-thru with up to 95% non-intervention, integrates with existing POS, and increases average order value through upselling. The recent Dairy Queen deal proves enterprise viability.

  • Insurance underwriter
    Pick: Mireye

    Mireye provides auditable, federally-sourced geospatial data for property risk assessment. Provenance tags and citations meet underwriting compliance needs.

  • GIS developer
    Pick: Mireye

    Mireye's two endpoints (ask/fetch) and MCP server integrate directly into Claude Desktop and Cursor, enabling automated geospatial queries with citations.

  • Franchise network manager
    Pick: Presto Voice

    Presto is built for multi-location deployment with menu unification and minimal disruption. Its spectrum of voice AI handles diverse accents.

  • Site selection analyst
    Pick: Mireye

    Mireye offers 207 fields across terrain, land cover, utilities, and hazards, perfect for evaluating potential sites for data centers or solar farms.

Frequently Asked Questions

Mireye vs Presto Voice: which should you choose?

If you run a QSR chain and need drive-thru automation with proven revenue lift, Presto Voice is the clear choice—it just landed Dairy Queen and offers up to 95% non-intervention. If you need auditable, provenance-tagged geospatial data for US coordinates, Mireye is your tool—perfect for underwriters and AI agents. These products serve entirely different domains, so the right pick depends on your business: order-taking or location intelligence.

Can Presto Voice integrate with my existing POS?

Yes, Presto integrates with major POS and headset systems. Contact sales for specific compatibility.

Does Mireye provide real-time data?

No, Mireye is not designed for real-time streaming or historical time series; it provides current geospatial data with provenance.

What is Presto's non-intervention rate?

Presto claims up to 95% non-intervention on voice orders, meaning only 5% require human assistance.

Does Mireye work outside the US?

No, Mireye only covers US coordinates and territories.

Which is better for small restaurants?

Neither is ideal: Presto targets QSR chains via contact sales, and Mireye is for geospatial data. Small restaurants might find Presto too expensive or complex.

Does Presto offer phone ordering?

Yes, Presto's features include phone ordering automation in addition to drive-thru voice AI.

How does Mireye ensure data provenance?

Each field includes source, source_url, fetched_at, and a confidence bucket, all from federal sources.

What recent news does Presto have?

Presto partnered with Dairy Queen in April 2026 for drive-thru voice AI adoption.

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Explore each tool further

Mireye
View Mireye reviewMireye alternatives
Presto Voice
View Presto Voice reviewPresto Voice alternatives

Browse these categories

Best AI Web Scraping & Search APIs toolsBest AI Restaurant & Hospitality toolsBest AI MCP Servers & Agent Tooling toolsBest AI Voice AI Agents & Phone Automation tools
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Last reviewed: July 3, 2026