Field Service & Ops
Housecall Pro
Job and customer data tied back to the campaigns and conversations that generated it.
Integrations · The Connected Layer
If it has an API, we connect it. If it doesn't, we build one.
Bluefrog integrates AI with whatever stack a business already runs — field service, CRM, ad platforms, listings, data providers, communications and the AI models themselves. Nothing gets replaced. The systems your team already works in become the systems the AI works in.
Field ServiceCRMAdvertisingListingsSearch DataVoiceAI ModelsDatabasesCustom APIs
How We Think About Integrations
Three roles, and one decision nobody makes.
Every system in a business plays one of three roles in an AI project. Naming the role before writing the connector is most of the work.
System of record
The thing that holds truth. ServiceTitan, Jobber, a CRM, an ERP, a billing system, a database somebody wrote in 2011. It owns a fact — the job was completed, the invoice total is final, the customer is a member — and every other system is guessing at that fact.
Signal sources
Everything that generates evidence about demand: ad platforms, phone calls, web forms, chat, listings, reviews, search queries, rank and impression data. High volume, low structure, and almost never joined to anything that happened afterward.
Action surfaces
Where the AI writes back and something changes: a CRM record, an SMS or email, a task or ticket, a Google Business Profile post, a dashboard, a budget signal, an alert to a manager. If nothing writes back, you built a report, not an integration.
Most integration projects fail for a reason that has nothing to do with the API. They fail because nobody decided which system is the source of truth for a given fact. Two systems both hold a "lead source." Three systems all hold a phone number. The CRM says the deal closed, the field service system says the job was cancelled, and the ad platform is still counting the conversion. When the AI reads all of it at once, it does not resolve the disagreement — it amplifies it.
So we start by writing the fact table, not the code. For each fact that matters — customer identity, lead source, appointment status, revenue, membership, call outcome — one system is declared authoritative, the others are declared observers, and reconciliation rules handle the gap. Only then do we open the API documentation. That single decision is why a Bluefrog dashboard tends to survive the meeting where somebody says "that number looks wrong."
| Fact | Authoritative System | Observers |
|---|---|---|
| Customer identity | Field service / CRM | Call tracking, forms |
| Lead source | Bluefrog resolved record | Ad platforms, CRM |
| Appointment status | Field service | CRM, SMS platform |
| Revenue | Field service / accounting | Ad platforms, dashboards |
| Call outcome | Bluefrog voice analysis | Telephony provider |
| Listing content | Listings management | Website, directories |
Illustrative mapping. The real table is written with your team during discovery and differs by company.
Integration Directory
What we connect, and what we do with the connection.
Filter by category. Each entry describes the engineering work, not a logo on a wall — we build against each platform's public API using your own account credentials.
Field Service & Ops
ServiceTitan
Bookings, dispatch, jobs, estimates, sales and revenue joined to the marketing and call data that produced them.
Field Service & Ops
Jobber
Requests, quotes, jobs, visits and invoices connected to lead source and call quality.
Field Service & Ops
Workiz
Scheduling and job records joined to lead and revenue intelligence.
Field Service & Ops
FieldEdge
Service operations data connected to marketing performance and call outcomes.
Field Service & Ops
Service Fusion
Work orders and customer records feeding revenue and lead analysis.
Field Service & Ops
Simpro
Job costing and operational data joined to acquisition cost analysis.
Field Service & Ops
Successware
Legacy service management data brought into modern reporting and AI analysis.
Field Service & Ops
Generic FSM / ERP
Any field service or ERP platform with an API, database or scheduled export.
CRM & Marketing
GoHighLevel
Contacts, opportunities, pipelines and conversations evaluated by AI, with results written back as fields, tags and triggers.
CRM & Marketing
HubSpot
Deals, contacts and activity joined to call intelligence and revenue attribution.
CRM & Marketing
Salesforce
Opportunity and account data connected to conversation evaluation and marketing performance.
CRM & Marketing
Zoho CRM
Lead lifecycle and customer history feeding customer intelligence.
CRM & Marketing
Pipedrive
Pipeline stages and deal movement analyzed against lead source and handling quality.
CRM & Marketing
Keap / Infusionsoft
Contact automation connected to AI-evaluated conversations.
CRM & Marketing
ActiveCampaign
Automation sequences triggered by AI-derived intent and lead classification.
CRM & Marketing
Mailchimp
Audience and campaign data joined to booking and revenue outcomes.
CRM & Marketing
Klaviyo
Customer segments driven by operational and purchase behavior.
CRM & Marketing
Constant Contact
Email engagement connected to the rest of the customer record.
CRM & Marketing
Custom / in-house CRM
Direct database or API integration when the CRM was built in-house.
Advertising
Google Ads
Spend, campaigns and conversions connected through calls and bookings to completed revenue.
Advertising
Google Local Services Ads
LSA leads and lead types measured against booked jobs and actual revenue.
Advertising
Meta / Facebook & Instagram
Campaign activity, leads and messages connected to bookings and sales where identifiable.
Advertising
Microsoft Advertising
Bing search advertising measured on the same revenue basis as Google.
Advertising
YouTube Ads
Video campaign activity joined to branded search and call volume.
Advertising
TikTok Ads
Campaign data brought into cross-channel comparison.
Advertising
LinkedIn Ads
B2B campaign activity connected to pipeline and closed business.
Advertising
X / Twitter Ads
Campaign spend and engagement in the cross-channel view.
Advertising
Pinterest Ads
Campaign performance joined to site and lead activity.
Advertising
Snapchat Ads
Campaign data included in channel comparison.
Advertising
Amazon Ads
Retail advertising performance where it applies to the business.
Advertising
Nextdoor Ads
Neighborhood advertising measured against local lead volume.
Advertising
Programmatic / DSPs
Display and CTV spend brought into unified acquisition-cost reporting.
Search, Maps & Listings
Google Business Profile
Posts, Q&A, reviews and insights — read for intelligence and written to by content automation.
Search, Maps & Listings
Google Maps Platform
Geocoding, service-area and location data supporting multi-location analysis.
Search, Maps & Listings
Google Search Console
Query, impression and click data joined to leads and revenue by page.
Search, Maps & Listings
Google Analytics 4
Site behavior connected to calls, forms and downstream outcomes.
Search, Maps & Listings
Google Tag Manager
Tracking and conversion instrumentation across the acquisition path.
Search, Maps & Listings
Google Merchant Center
Product and local inventory feeds where retail applies.
Search, Maps & Listings
Bing Places for Business
Microsoft local listing presence maintained alongside Google.
Search, Maps & Listings
Bing Webmaster Tools
Microsoft search performance data in the same reporting as Google.
Search, Maps & Listings
Bing Maps
Location and service-area presence on Microsoft mapping surfaces.
Search, Maps & Listings
Yahoo Local
Listing presence maintained through the syndication networks that feed Yahoo.
Search, Maps & Listings
Apple Business Connect
Apple Maps place data, hours, photos and actions.
Search, Maps & Listings
Apple Maps
Location presence on Apple mapping and Siri surfaces.
Search, Maps & Listings
Waze
Location presence and local ad surfaces where relevant.
Search, Maps & Listings
Yext
Listing distribution and accuracy data pulled in and measured against real outcomes.
Search, Maps & Listings
BrightLocal
Citation health, local rank and audit data joined to booked revenue by market.
Search, Maps & Listings
Data Axle (formerly Infogroup)
Business data and citation syndication feeding listing accuracy work.
Search, Maps & Listings
Moz Local
Citation management data brought into location-level reporting.
Search, Maps & Listings
Whitespark
Citation building and local rank tracking data.
Reviews & Reputation
Google Reviews
Review volume, rating and sentiment connected to location performance and call themes.
Reviews & Reputation
Birdeye
Review and messaging data joined to customer and revenue records.
Reviews & Reputation
Podium
Review requests and customer messaging brought into the conversation record.
Reviews & Reputation
NiceJob
Review generation activity measured against outcomes.
Reviews & Reputation
Yelp
Listing presence, reviews and lead activity where the platform is used.
Reviews & Reputation
Angi
Marketplace lead flow compared against owned channels on a revenue basis.
Reviews & Reputation
Thumbtack
Marketplace lead quality and cost measured against booked work.
Reviews & Reputation
HomeAdvisor / Porch
Purchased lead performance evaluated on completed revenue, not lead count.
Reviews & Reputation
Nextdoor
Local recommendation and lead activity in the channel comparison.
Reviews & Reputation
Better Business Bureau
Accreditation and complaint data as part of reputation monitoring.
SEO & Search Data
Semrush
Keyword, visibility and competitive data joined to actual lead and revenue movement.
SEO & Search Data
Ahrefs
Backlink and keyword data supporting content and authority strategy.
SEO & Search Data
Moz
Domain and link metrics used in diagnostic analysis.
SEO & Search Data
Screaming Frog
Technical crawl data feeding site health monitoring.
SEO & Search Data
AI search surfaces
Structuring content and entity data so AI assistants can find and cite the business.
AI Models
Anthropic Claude
Long-context reasoning, evaluation against rubrics and structured extraction.
AI Models
OpenAI
Language, embedding and extraction tasks routed where they fit best.
AI Models
xAI Grok
An additional model option in a deliberately model-agnostic architecture.
AI Models
Google Gemini
Model option integrated alongside the others, task by task.
AI Models
Open-source & self-hosted models
Used where data handling, cost or latency requirements call for it.
AI Models
Speech-to-text engines
Transcription of calls and voice as the first step of the voice pipeline.
AI Models
Text-to-speech & voice synthesis
Voice output for translation and automated voice applications in development.
Voice & Communications
CallRail
Call tracking, recordings and source attribution feeding call intelligence.
Voice & Communications
CallTrackingMetrics
Call data and routing joined to lead source and outcome.
Voice & Communications
Twilio
Programmable voice and SMS for tracking, automation and custom voice applications.
Voice & Communications
RingCentral
Business phone system recordings and call records.
Voice & Communications
Dialpad
Call records and recordings brought into evaluation.
Voice & Communications
Aircall
Call data connected to CRM and coaching workflows.
Voice & Communications
Nextiva
Phone system data feeding the voice intelligence pipeline.
Voice & Communications
8x8 / Vonage
Enterprise voice platforms integrated for recording and metadata.
Voice & Communications
Five9 / Genesys
Contact center platforms integrated for call and agent data.
Voice & Communications
SMS platforms
Two-way text conversations included in the customer record and automation.
Voice & Communications
WhatsApp Business
Messaging channel data where the business uses it.
Voice & Communications
Slack
Alerts, briefs and exception notifications routed where managers already work.
Voice & Communications
Microsoft Teams
Notification and brief delivery inside Microsoft environments.
Voice & Communications
Email delivery (SES, SendGrid, Postmark, SMTP)
Transactional and brief delivery infrastructure.
Commerce & Payments
Stripe
Payments, subscriptions and donation flows integrated into custom platforms.
Commerce & Payments
PayPal
Payment processing in commerce and nonprofit builds.
Commerce & Payments
Square
Point-of-sale and payment data joined to customer records.
Commerce & Payments
Authorize.net
Payment gateway integration in custom applications.
Commerce & Payments
ACH / NACHA processing
Bank transfer processing — Bluefrog has built to NACHA requirements since the kiosk-payment era.
Commerce & Payments
Shopify
Store, order and customer data connected to marketing performance.
Commerce & Payments
WooCommerce
WordPress commerce data joined to the rest of the stack.
Commerce & Payments
BigCommerce
Catalog and order data in unified reporting.
Commerce & Payments
QuickBooks
Financial records reconciled against operational and marketing data.
Commerce & Payments
Xero
Accounting data joined to revenue analysis.
Scheduling
Google Calendar
Availability and appointment data in booking and capacity analysis.
Scheduling
Microsoft Outlook / 365
Calendar and mail integration for scheduling workflows.
Scheduling
Calendly
Booked meeting data connected to lead source and outcome.
Scheduling
Acuity Scheduling
Appointment data feeding customer and revenue records.
Scheduling
Online booking widgets
Web booking flows instrumented and connected to the system of record.
Data & Infrastructure
MySQL / MariaDB
Direct database integration — read, write and sync.
Data & Infrastructure
PostgreSQL
Relational data integration and custom data models.
Data & Infrastructure
Microsoft SQL Server
Enterprise database integration, including legacy systems.
Data & Infrastructure
MongoDB
Document data integrated into the unified model.
Data & Infrastructure
Google BigQuery
Warehouse-scale analysis of connected operational data.
Data & Infrastructure
Snowflake
Warehouse integration for larger operations.
Data & Infrastructure
Amazon S3 / cloud storage
Recording, export and file-based data exchange.
Data & Infrastructure
Webhooks
Real-time event intake and outbound triggers.
Data & Infrastructure
REST & GraphQL APIs
The default integration method — including APIs we build ourselves.
Data & Infrastructure
SFTP / CSV / scheduled feeds
File-based integration for systems with no usable API.
Data & Infrastructure
Google Sheets & Drive
Spreadsheet data brought in, and reports written back out where teams live.
Data & Infrastructure
Zapier / Make / n8n
Existing automation tooling connected rather than replaced.
Data & Infrastructure
Looker Studio
Reporting surfaces fed from the unified data model.
Web & Content
WordPress
Content, forms and tracking integrated with the acquisition path.
Web & Content
Custom PHP applications
Bluefrog-built platforms with integration designed in from the start.
Web & Content
Static & modern JS frameworks
Fast marketing sites instrumented for real measurement.
Web & Content
Answer Hub content systems
Structured question-and-answer publishing connected to search and AI search.
Web & Content
Anything else with an interface
If a system has an API, a database or an export, we can connect it. If it has none of those, we build the connection.
Integration availability depends on each platform's own API, program terms and your account permissions.
Bluefrog is an independent technology company. Product and company names above are the property of their respective owners, and their appearance here describes integration work only — not affiliation, endorsement, certification or partnership.
The Hard Cases
What we do when there's no API.
Roughly a third of the systems that matter in a real business were never designed to be connected to anything. That is an engineering problem, not a dead end.
1
Screen-level automation
When the only interface is a screen, we drive the screen — scripted, logged, rate-limited and monitored, with a human-visible audit trail. Used deliberately and narrowly, and always within the vendor's terms.
2
File and feed exchange
Scheduled exports, SFTP drops, emailed reports, sheet syncs. We parse them, validate them, version them and fail loudly when the format changes — which it will, usually on a Friday.
3
Database integration
Read-scoped access to the application's own store, with a mapped schema and a change-capture strategy. Faster and more accurate than any export, when the vendor and your security policy allow it.
4
We build the API
The last resort that is often the right first move: we build the missing service ourselves, wrap the legacy system behind it, and now everything downstream — including future work that has nothing to do with AI — has a clean contract to call.
That fourth option is the one most vendors cannot offer, and it is the reason Bluefrog describes itself as an AI systems integrator rather than an AI agency. We have been shipping production business software since 1997 and building AI integration platforms since 2001, so a missing interface is a scoped build rather than a reason to change the plan. See custom software development for that work, and custom AI development for the pieces where the platform handles 80% and the remaining 20% has to be engineered. If the requirement is purely a connector, API integration is the shortest description of the job.
The Shape of Every Integration
Data leaves your systems. Intelligence goes back in.
Different platforms, same pipeline. The loop closes inside the software your team already uses — which is the only place an AI decision can actually change an outcome.
SYSTEM OF RECORD
BLUEFROG
UNDERSTAND
EVALUATE
ACT
BACK INTO YOUR SYSTEMS
Generative AI creates things. Operational AI connects to the actual business — and the connection is the hard part. If you already know which systems need to talk to each other, start with how AI systems integration works. If you would rather see the assembled version first, the Bluefrog Intelligence Platform is what these integrations feed.
Technology development since 1997 · AI integration platforms since 2001
AI is easy to access. Making it useful is hard.
Bluefrog makes AI useful by integrating it with the way your business actually works — your software, your calls, your customers, your marketing and your revenue.
Technology development since 1997 · AI integration platforms since 2001