Twenty CRM API for customer management. Use when user mentions "Twenty", "Twenty CRM", "open source CRM", or asks about Twenty.

Weights & Biases (W&B) API for ML experiment tracking, LLM observability (Weave), run management, and artifact versioning. Use when user mentions "W&B", "Weights & Biases", "wandb", "Weave", "experiment tracking", "ML runs", "model artifacts", or "LLM tracing".

Airtable API for bases and records. Use when user mentions "Airtable", "airtable.com", shares an Airtable link, "create record", or asks about Airtable base.

Bitrix24 CRM API. Use when user mentions "Bitrix", "CRM", "Bitrix24 contacts", or asks about CRM management.

Brave Search API for web search. Use when user says "search web", "Brave search", or asks to "find on web" without specifying Google.

Browser Use Cloud API for AI-powered browser automation. Use when user mentions "Browser Use", "browser automation", "web task", "AI agent browser", "run browser task", or "automated browser session".

Cal.com open-source scheduling API. Use when user mentions "Cal.com", "cal.com", "open source scheduling", "booking", "event types", or asks about interview or meeting scheduling.

Clado API for natural-language LinkedIn-style people search, deep async research, and contact enrichment. Use when user mentions "Clado", "people search", "find a LinkedIn profile", "find an email", or wants targeted lead lists from a structured query.

Cloudflare API for DNS and zone management. Use when user mentions "Cloudflare", "DNS record", "zone", or "CDN settings".

Discord Webhook API for sending messages. Use when user says "send Discord message", "Discord webhook", or "post to Discord".

Gong API for revenue intelligence. Use when user mentions "Gong", "sales calls", "call recordings", "call transcripts", "conversation intelligence", or needs to read calls, transcripts, users, or deals from Gong.

Hacker News API for stories and comments. Use when user mentions "Hacker News", "HN", "Y Combinator", or asks about tech news.

Instagram API for posts and media. Use when user mentions "Instagram", "instagram.com", shares an IG link, "Instagram post", or asks about social media content.

Ironclad API for contract lifecycle management. Use when user mentions "Ironclad", "contracts", "contract workflows", "CLM", "contract records", or needs to read/create workflows, records, or download contract documents.

MinIO API for S3-compatible storage. Use when user mentions "MinIO", "S3 storage", "object storage", or self-hosted S3.

Neon API for serverless Postgres. Use when user mentions "Neon", "Neon database", "serverless Postgres", or asks about Neon projects.

Nyne API for async people search, contact and company enrichment, social-profile lookup, and persona graphs. Use when user mentions "Nyne", "people enrichment", "company enrichment", "social profile lookup", or wants async B2B prospecting data.

Onyx (cloud.onyx.app) AI knowledge base API — search internal documents, send AI chat messages, and ingest content. Use when user mentions "Onyx", "Danswer", "knowledge base search", "internal search", or "RAG search".

PDForge API for PDF generation. Use when user mentions "PDForge", "generate PDF", "PDF template", or document generation.

Qdrant API for vector search. Use when user mentions "Qdrant", "vector database", "semantic search", or embeddings storage.

Reap API for modular fintech infrastructure, including users, companies, accounts, cards, virtual assets, activities, and reconciliations. Use when user mentions "Reap", fintech cards, wallets, compliance, or embedded finance APIs.

Segment Public API for customer data platform configuration, including sources, destinations, warehouses, tracking plans, delivery metrics, and workspace administration. Use when user mentions "Segment", "Twilio Segment", "CDP", "sources", "destinations", "tracking plans", or data pipeline configuration.

Similarweb API for web analytics. Use when user mentions "Similarweb", "website traffic", "competitor analysis", or market intelligence.

Streak CRM API for Gmail. Use when user mentions "Streak", "Gmail CRM", "email CRM", or pipeline in Gmail.

Supadata API for YouTube/web data. Use when user mentions "Supadata", "YouTube data", "channel stats", or web scraping data.

Wix API for website management. Use when user mentions "Wix", "wix.com", "wixsite.com", shares a Wix link, "Wix site", or asks about Wix CMS.

X (Twitter) API for tweets and profiles. Use when user mentions "X", "Twitter", "x.com", "twitter.com", shares a tweet link, "check X", or asks about social media posts.

BentoML and BentoCloud API for model serving, deployment endpoint calls, and protected BentoCloud inference endpoints. Use when user mentions "BentoML", "BentoCloud", "Bento", model serving, or protected deployment endpoints.

Brex API for corporate card, expenses, payments, transactions, accounts, and team data. Use when user mentions "Brex", "corporate card", "expenses", "card transactions", "spend limits", "payments", or Brex finance automation.

Calendly scheduling API. Use when user mentions "Calendly", "calendly.com", "schedule a meeting", "booking link", "event types", or asks about interview scheduling.

Checkr API for background checks, candidates, invitations, packages, reports, and screening workflows. Use when user mentions "Checkr", "background check", "candidate screening", "report status", "packages", or "FCRA".

E2B API for creating and managing secure cloud sandboxes for AI code execution. Use when user mentions "E2B", "code sandbox", "run code in sandbox", or "E2B sandbox".

GitHub API for repos, issues, and PRs. Use when user mentions "GitHub", "github.com", shares a GitHub link, "create PR", "my issues", "repository", or asks about code hosting.

Granola API for meeting notes. Use when user mentions "Granola", "meeting notes", or AI note-taking.

OpenRouter API for routing prompts to hundreds of LLMs through a single OpenAI-compatible endpoint. Use when user mentions "OpenRouter", "LLM router", "OSS model", or asks to call multiple models behind one API key.

Reducto API for parsing, OCR, and chunking PDFs, scans, and complex documents into structured JSON or markdown. Use when user mentions "Reducto", "parse PDF", "OCR", "document extraction", or wants structured output from a messy file.

Salesforce CRM REST API. Use when user mentions "Salesforce", "SFDC", "Salesforce CRM", "leads", "opportunities", "SOQL", or asks about enterprise CRM data.

SerpApi for search engine results. Use when user mentions "SERP", "search results", "Google scrape", or search API.

tl;dv API for meeting recordings. Use when user mentions "tl;dv", "meeting recording", "meeting summary", or asks about call analysis.

Zapier API for workflow automation. Use when user mentions "Zapier", "zap", "automation", or asks about connecting apps.

AviationStack API for real-time flight status, schedules, airline, airport, route, and historical aviation data. Use when user mentions "AviationStack", "flight status", "flight tracking", or asks to look up a flight number, route, or airport.

BuiltWith API for looking up the technology stack, traffic, and contact data for any website. Use when user mentions "BuiltWith", "tech stack", "what is X built with", or wants to qualify a prospect by detected SaaS tools.

Cloudflare Tunnel API for secure tunnels. Use when user mentions "Cloudflare tunnel", "argo tunnel", or secure connectivity.

Diffbot API for extracting structured article, product, and entity data from web pages or its knowledge graph. Use when user mentions "Diffbot", "extract article", "scrape product", or wants clean structured data from a URL.

Doppler Secrets Manager API for retrieving and listing secrets. Use when user mentions "Doppler", "doppler secrets", "dp.st token", or asks about secrets management with Doppler.

Etsy Open API v3 for shop and listing management. Use when user mentions "Etsy", "shop listings", "Etsy orders", "product listings", or "Etsy seller".

Google Maps Platform API for geocoding, places, directions, and distance matrix. Use when user mentions "Google Maps", "geocode", "directions", "places API", or asks to look up an address, route, or place metadata.

Hunter.io API for finding and verifying professional email addresses. Use when user mentions "Hunter", "find email", "verify email", or wants to prospect contacts at a specific company domain.

Mapbox API for geocoding, directions, isochrones, matrix, and map matching. Use when user mentions "Mapbox", "isochrone", "map matching", or wants OSM-style location APIs with a developer-friendly key.

OpenWeather API for current weather, forecast, and historical climate data. Use when user mentions "OpenWeather", "weather", "forecast", "temperature", or asks for current/forecast conditions for a city or coordinates.

PiKVM API for remote KVM. Use when user mentions "PiKVM", "KVM over IP", "remote server", or hardware management.

Pushinator API for push notifications. Use when user mentions "Pushinator", "push notification", "web push", or notifications.

Reddit API for accessing discussions and content. Use when user mentions "Reddit", "reddit.com", shares a Reddit link, "subreddit", or asks about Reddit discussions.

RSS feed API for fetching news and articles. Use when user mentions "RSS", "feed", "RSS reader", "fetch feed", or asks to get news from RSS sources.

Tavily API for AI search. Use when user mentions "Tavily", "AI search", "research", or asks for cited search results.

Exa API for AI-native web search, contents retrieval, answer generation, and research. Use when user mentions "Exa", semantic search, web search for AI, contents extraction, or grounded answers with citations.

Infisical Cloud Secrets Manager API for retrieving and listing secrets. Use when user mentions "Infisical", "infisical secrets", or asks about secrets management with Infisical.

Control Notion via Python SDK. TRIGGERS - Notion API, create page, query database, add blocks.

MLflow experiment tracking via Python API. TRIGGERS - MLflow metrics, log backtest, experiment tracking, search runs.

Reference guide for state-of-the-art Rust tooling across refactoring, profiling, benchmarking, testing, and SIMD optimization. Use whenever the.

Audit Rust dependencies for vulnerabilities, license compliance, supply chain integrity, and freshness using cargo-audit, cargo-deny, cargo-vet,

Detect unused/unreachable code in polyglot codebases (Python, TypeScript, Rust). TRIGGERS - dead code, unused functions, unused imports

backtesting.py configuration for SQL oracle validation and range bar pattern backtesting. Use when running backtesting.py against.

MiniMax M-series production wiring patterns for the OpenAI-compatible API at api.minimax.io. TRIGGERS - MiniMax, MiniMax-M2.7, Hailuo

Access Cal.com API via CLI with 1Password API key. Use when user wants to list bookings, create event types, manage schedules, or.

Autonomous polyglot monorepo bootstrap meta-prompt. TRIGGERS - new monorepo, polyglot setup, scaffold Python+Rust+Bun, monorepo from scratch.

Consume FXView tick data from Parquet files. Schema, file layout, DuckDB queries, Python/Rust examples.

Braze platform help — Canvas Flow journey orchestration, email/push/in-app/SMS/WhatsApp/Content Cards campaigns, BrazeAI (predictive, generative, agentic), Braze Data Platform (CDI, Currents), real-time segmentation, Catalogs, Feature Flags, transactional email API, Liquid templating, Connected Content, Braze Alloys integrations, SCIM, REST API. Use when Canvas flows aren't triggering correctly, segments not capturing the right users, Currents data not streaming to your warehouse, Braze API returning errors, or stuck migrating from Appboy. Do NOT use for building prospect lists (use /sales-prospect-list), designing outbound cadence strategy (use /sales-cadence), cross-platform deliverability (use /sales-deliverability), transactional email strategy (use /sales-transactional-email), push notification strategy (use /sales-push-notification), in-app messaging strategy (use /sales-in-app-messaging), or email marketing strategy (use /sales-email-marketing).

Customer.io platform help — customer engagement and marketing automation for behavior-based multi-channel messaging (email, SMS, push, in-app, WhatsApp). Use when automations aren't triggering on the right behavior, transactional messages are failing or delayed, segments aren't updating as expected, journeys need debugging or restructuring, Data Pipelines or reverse ETL aren't syncing, custom object relationships aren't working, or API calls to Track/App/Transactional endpoints are erroring. Do NOT use for general email marketing strategy (use /sales-email-marketing), cross-platform email deliverability (use /sales-deliverability), or email open/click tracking strategy (use /sales-email-tracking).

Enrich.so platform help — real-time B2B datan enrichment API with 50+ data points per lookup and success-based billing. Key capabilities: reverse email lookup, LinkedIn profile enrichment, email/phone finders, company data, similar company search, employee search, IP to company, and bulk enrichment. Use when you have an email but need the LinkedIn profile behind it, a LinkedIn URL but need contact details, you need to find someone's email from just name and company, company data is missing for your leads, or the Enrich.so API isn't returning expected results. Do NOT use for cross-platform enrichment strategy (use /sales-enrich), email deliverability strategy (use /sales-deliverability), or prospect list strategy (use /sales-prospect-list).

Fireflies.ai platform help — AI meeting note-taker with GraphQL API, webhooks (V1 + V2), AskFred AI, real-time events, and Fred bot that joins Zoom/Meet/Teams to transcribe. Use when Fireflies transcripts not syncing to CRM, webhooks not firing or signatures failing HMAC verification, hitting 50 req/day or 60 req/min rate limits on the GraphQL API, building a transcript pipeline from Fireflies to Snowflake/BigQuery/warehouse, migrating from Webhooks V1 to V2, the Fireflies bot not joining calls or users wanting to disable auto-join, deciding between Free, Pro ($10), Business ($19), or Enterprise ($39) tier, or wiring AskFred or Real-time API into an internal app. Do NOT use for comparing Fireflies vs Fathom/Avoma/Gong or selecting a note-taker (use /sales-note-taker) or reviewing a single sales call for coaching (use /sales-call-review).

GetProspect platform help — B2B email finder, verifier, enrichment, and cold email outreach with 200M+ contacts and 26M+ companies. Includes LinkedIn Email Finder Extension, contact enrichment (40+ attributes), email verification (97% deliverability guarantee), and cold email sequences. Use when you need B2B emails but can't find verified ones, lead data is missing key fields, emails keep bouncing and need verification, cold email sequences aren't set up yet, LinkedIn leads need exporting, or the GetProspect API isn't working as expected. Do NOT use for cross-platform enrichment strategy (use /sales-enrich), email deliverability strategy (use /sales-deliverability), prospect list strategy (use /sales-prospect-list), or outbound cadence strategy (use /sales-cadence).

Informatica IDMC platform help — enterprise iPaaS + data management cloud, Cloud Data Integration, Cloud Application Integration, API Center, Data Catalog, Data Quality, MDM, B2B Gateway, AI Agent Engineering, IPU consumption pricing, REST API v2/v3. Use when Informatica IDMC mapping or task keeps failing, CDI job is slow and IPU consumption is spiraling, Secure Agent is offline or can't reach source systems, REST V2 connector won't authenticate to a REST API, evaluating Informatica vs Boomi vs MuleSoft vs Talend, migrating off PowerCenter to IDMC, or configuring MDM golden records and match rules. Do NOT use for simple Zapier/Make automations (use /sales-integration) or Boomi-specific questions (use /sales-boomi).

Omnisend platform help — email campaigns, SMS marketing, web push notifications, marketing automation workflows, popups/forms, segmentation, product recommendations, reporting, Shopify/WooCommerce/BigCommerce integrations, API. Use when Omnisend emails aren't reaching inboxes, automation workflows aren't triggering, SMS campaigns aren't delivering, popups aren't converting, ecommerce integration isn't syncing orders, or Omnisend API calls are failing. Do NOT use for cross-platform email marketing strategy (use /sales-email-marketing), cross-platform SMS strategy (use /sales-sms-marketing), cross-platform deliverability (use /sales-deliverability), cross-platform push strategy (use /sales-push-notification), or connecting tools (use /sales-integration).

OpenWeb Ninja platform help — real-time public data API stack with 30+ APIs for web scraping, enrichment, and business data. Key APIs include Website Contacts Scraper, Email Search, Local Business Data (Google Maps), Real-Time Web Search (SERP), JSearch (job postings), and Product Data. Use when you can't pull emails or contacts from a domain, Google Maps scraping isn't returning results, SERP API data looks incomplete, job posting aggregation is missing listings, product data isn't fetching, or any OpenWeb Ninja API call is failing. Do NOT use for cross-platform enrichment strategy (use /sales-enrich), prospect list building strategy (use /sales-prospect-list), or connecting tools (use /sales-integration).

Postmark platform help — transactional email delivery via REST API (`POST /email`, `POST /email/batch`), SMTP relay, Message Streams (transactional vs broadcast isolation), Handlebars Templates with layout inheritance, Inbound Email parsing, Webhooks (bounce, delivery, open, click, spam complaint, subscription change, inbound), DMARC Monitoring, Bounce Management (Rebound), Suppressions, Statistics, Bulk API, Sender Signatures, and domain authentication. Use when transactional emails aren't arriving, Postmark bounce rates are climbing, unsure how to separate transactional from broadcast streams, templates aren't rendering correctly, inbound email parsing is broken, webhooks aren't firing, or DMARC reports show authentication failures. Do NOT use for general email marketing strategy (use /sales-email-marketing), cross-platform email deliverability (use /sales-deliverability), email open/click tracking strategy (use /sales-email-tracking), or SendGrid-specific questions (use /sales-sendgrid).

Seismic platform help — Enablement Cloud, content management, Learning & Coaching, Aura AI, Digital Sales Rooms, Meeting Intelligence, LiveSend, LiveDocs, Programs, Seismic Exchange, API & integrations. Use when reps can't find the right content in Seismic, Learning paths have low completion rates, Digital Sales Rooms aren't getting buyer engagement, LiveSend links aren't being opened, LiveDocs templates are breaking, enablement programs aren't moving the needle, or Seismic CRM sync is out of date. Do NOT use for general sales content strategy (use /sales-content), sales coaching frameworks (use /sales-coaching), cross-platform deal room strategy (use /sales-deal-room), or connecting tools via Zapier (use /sales-integration).

TIBCO Cloud Integration platform help — enterprise iPaaS combining TIBCO Scribe (Connect), Flogo (Develop), BusinessWorks (Integrate), Cloud Live Apps (Automate), Cloud API Management, app-instance subscription tiers, REST API v1, hybrid on-prem + cloud deployments. Use when a TIBCO Flogo REST trigger is failing or mapping a field wrong, TIBCO Scribe replication is pulling all history with no filter, a Scribe job hit Execution timeout or duplicate-key errors, BusinessWorks hybrid agent won't connect to TIBCO Cloud, hitting the 5 or 15 app instance limit on Basic/Premium plan, evaluating TIBCO vs Boomi vs MuleSoft vs Informatica, or migrating from on-prem TIBCO BusinessWorks to TCI. Do NOT use for simple Zapier/Make automations (use /sales-integration) or Informatica-specific questions (use /sales-informatica).

Tray.ai platform help — enterprise iPaaS with 700+ connectors, Intelligent iPaaS, Enterprise Core governance, Merlin Agent Builder for AI agents, Tray Embedded for SaaS vendors, GraphQL API, Connector Development Kit. Use when Tray bill keeps climbing and task consumption is unpredictable, workflows fail with unclear errors and debugging feels opaque, evaluating Tray vs Workato vs MuleSoft vs Boomi, embedding integrations into a SaaS product via Tray Embedded, building Merlin AI agents, or configuring the GraphQL Embedded API and solution instances. Do NOT use for simple Zapier/Make automations (use /sales-integration), Workato-specific questions (use /sales-workato), or MuleSoft-specific questions (use /sales-mulesoft).

Anymail Finder platform help — email finder and verification tool with 97%+ delivery guarantee. Finds emails by person name, company/domain, decision-maker role, or LinkedIn URL, with bulk search up to 100K rows and a GeoLead Finder. Use when you can't find someone's email, need decision-maker contacts at a company, email addresses keep bouncing, bulk search results have low match rates, LinkedIn URLs aren't returning emails, or the Anymail Finder API isn't returning expected results. Do NOT use for cross-platform enrichment strategy (use /sales-enrich), email deliverability strategy (use /sales-deliverability), or prospect list strategy (use /sales-prospect-list).

ChurnZero platform help — Health Scores, Plays & Automation, Journeys, Renewal Forecasting, In-App WalkThroughs, Surveys (NPS/CSAT/CES), AI Agents, REST API (OData v4). Use when health scores aren't predicting churn accurately, plays automation isn't triggering, Salesforce or HubSpot sync is broken, reporting dashboards feel inflexible, in-app WalkThroughs aren't reaching users, renewal forecasting numbers don't match CRM, or the ChurnZero API returns unexpected errors. Do NOT use for general customer success strategy (use /sales-customer-success) or NPS/CSAT survey methodology (use /sales-customer-feedback).

Fathom AI note-taker platform help — REST API for pulling meeting transcripts, summaries, action items, and CRM matches into CRMs, data warehouses, or Slack. Use when transcripts not syncing to HubSpot/Salesforce, Fathom webhook signatures failing HMAC verification, bot blocked by Google Meet as a security risk, OAuth app can't include transcript inline, building a Fathom→Snowflake/BigQuery pipeline, rate-limited at 60 calls/minute, or picking between Fathom free tier vs Premium vs Team vs Business. Do NOT use for selecting between Fathom and competitors like Fireflies/Gong/Avoma (use /sales-note-taker) or reviewing specific call recordings (use /sales-call-review).

Gainsight platform help — CS health scores, CTAs, playbooks, success plans, Journey Orchestrator, PX in-app engagement, Staircase AI, Skilljar education, REST API. Use when health scores aren't predicting churn, CTAs aren't triggering from rules engine, success plans need automation, Salesforce sync is broken, Journey Orchestrator emails aren't sending, PX in-app guides aren't showing, Staircase sentiment seems wrong, Scorecard weights need tuning, or API bulk loads are failing. Do NOT use for general customer success strategy (use /sales-customer-success) or NPS/CSAT survey methodology (use /sales-customer-feedback).

Connects sales tools with webhooks, Zapier/Make, native integrations, and custom API pipelines — CRM sync, event triggers, data mapping, and error handling. Use when CRM data isn't syncing from Mailshake/Apollo/Salesloft, webhook events aren't firing or arriving malformed, Zapier/Make automations are failing or skipping records, data is duplicating or missing between tools, or an integration that was working suddenly breaks. Do NOT use for Qwilr-specific automations (use /sales-qwilr-automation), general CRM platform config (use /sales-apollo or /sales-salesloft), or marketing automation flows (use /email-sequence).

Lobstr.io platform help — no-code web scraping platform with 50+ ready-made scrapers for Google Maps, LinkedIn Sales Navigator, Twitter, YouTube, and more. Features cookie-based login sync, scheduled automation, multi-threading, and a full API with Python SDK and MCP Server. Use when Lobstr scraper returning empty or incomplete results, exports to Google Sheets or S3 failing, scheduled scrapes not running, API or Python SDK throwing errors, or credits draining faster than expected. Do NOT use for general prospect list strategy (use /sales-prospect-list), cross-platform enrichment strategy (use /sales-enrich), or integration strategy (use /sales-integration).

Mailgun (Sinch) platform help — developer-first transactional email API and SMTP relay with inbound routing, webhooks, and Mailgun Optimize deliverability tools. Use when Mailgun emails not delivering, DNS records (DKIM/SPF) failing verification, inbound routing not catching messages, webhooks not firing, templates rendering wrong, Mailgun Optimize showing poor inbox placement, or API calls returning errors. Do NOT use for general email deliverability strategy (use /sales-deliverability), cross-platform email marketing (use /sales-email-marketing), or email open/click tracking strategy (use /sales-email-tracking).

Minelead platform help — B2B email finder, verifier, and lead generation with 500M+ emails and 100M+ business profiles. Use when you can't find email addresses for a company, need to verify if emails are valid before sending, leads from keyword searches aren't relevant, Gmail campaigns in Minelead aren't delivering, disposable emails are polluting your list, or the Minelead API isn't returning results. Do NOT use for cross-platform enrichment strategy (use /sales-enrich), email deliverability/verification strategy (use /sales-deliverability), prospect list building strategy (use /sales-prospect-list), or outbound sequence/cadence strategy (use /sales-cadence).

Planhat platform help — Health Scores, Agentic Automation, Revenue Management, CRM Sync, Enduser Tracking, Projects, NPS, REST API, MCP Server. Use when health scores aren't reflecting churn risk, CRM sync is overwriting fields or not pulling data, metrics take hours to build and formulas keep breaking, automation rules aren't triggering, revenue or license data doesn't match Salesforce, enduser tracking isn't capturing product usage, or the Planhat API returns unexpected errors. Do NOT use for general customer success strategy (use /sales-customer-success) or NPS/CSAT survey methodology (use /sales-customer-feedback).

Salesforce platform help — Sales Cloud, Service Cloud, Marketing Cloud, Commerce Cloud, Data Cloud, Agentforce AI, Platform (Lightning/Apex/Flow), AppExchange, and REST API (v66.0, OAuth 2.0, SOQL, Bulk API 2.0). Use when Salesforce workflows or Flows aren't firing, reports don't show the right numbers, lead assignment rules aren't working, Apex triggers are failing, AppExchange app won't install, need help with SOQL queries, implementation is stalling, data migration to or from Salesforce, or not sure which Salesforce edition you need. Do NOT use for CRM comparison and selection (use /sales-crm-selection) or CRM data cleanup strategy (use /sales-data-hygiene).

SnapLogic platform help — enterprise iPaaS, 1000+ Snap connectors, AgentCreator AI agents, SnapGPT pipeline copilot, API Management 3.0, ETL/ELT/reverse ETL, visual pipeline designer. Use when pipeline debugging is painful and errors are hard to trace, evaluating SnapLogic vs Workato vs MuleSoft vs Boomi vs Celigo, building AI agents with AgentCreator or Prompt Composer, managing APIs with Policy Studio and Developer Hub, premium Snap Pack costs are unclear, or connecting enterprise apps with visual pipelines. Do NOT use for simple Zapier/Make automations (use /sales-integration) or Workato-specific questions (use /sales-workato).

SurveyMonkey platform help — survey creation, question types, skip logic, advanced branching, email/SMS/web collectors, response analytics, cross-tabulation, AI thematic analysis, SurveyMonkey Audience, REST API v3, OAuth, webhooks. Use when survey response rates are low, skip logic isn't working, can't export survey data, confused by pricing tiers, API calls hitting rate limits, need to set up email collectors, comparing SurveyMonkey vs Typeform vs Google Forms, or figuring out which plan you need. Do NOT use for general NPS/CSAT/VoC strategy across tools (use /sales-customer-feedback) or enterprise XM like Qualtrics (use /sales-qualtrics).

Tomba.io platform help — domain search, email finder, email verifier, enrichment, author finder, LinkedIn finder, phone finder, bulk operations, browser extensions, API, integrations. Use when you can't find a prospect's email address in Tomba, Tomba verification results look wrong, your enriched contacts are missing data, the Tomba API isn't returning expected results, a Tomba integration isn't syncing, or your Tomba lead lists are disorganized. Do NOT use for enrichment strategy across tools (use /sales-enrich), building prospect lists (use /sales-prospect-list), cross-platform deliverability (use /sales-deliverability), or connecting tools generically (use /sales-integration).

Workato platform help — enterprise iPaaS, 1200+ connectors, recipe-based automation, API Management, MCP Gateway, Agent Studio (Genies AI agents), Data Tables, Event Streams, B2B/EDI, Embedded iPaaS, IDP. Use when recipe costs keep spiraling and you need to optimize task consumption, recipe errors are unclear and debugging is painful, evaluating Workato vs MuleSoft vs Boomi vs Celigo, setting up API management or MCP gateway, building Genies AI agents in Agent Studio, or connecting enterprise apps without coding. Do NOT use for simple Zapier/Make automations (use /sales-integration) or MuleSoft-specific questions (use /sales-mulesoft).

Clearbit (HubSpot) platform help — Person Enrichment, Company Enrichment, Reveal (IP-to-company), Prospector, Name to Domain, Form Shortening, Risk API, Breeze Intelligence, API & integrations. Use when lead enrichment returning incomplete data, Reveal not identifying website visitors, Prospector not finding the right contacts, Breeze Intelligence not working in HubSpot, form shortening not auto-filling fields, or API responses missing expected attributes. Do NOT use for enrichment strategy across tools (use /sales-enrich), intent/visitor identification strategy (use /sales-intent), building prospect lists across tools (use /sales-prospect-list), or lead scoring strategy (use /sales-lead-score).

Gumroad platform help — digital product sales, subscriptions, memberships, license keys, email broadcasts, affiliate management, Discover marketplace, Ping webhooks, and REST API. Use when setting up a Gumroad store, products not selling on Gumroad, Gumroad fees eating into profits, Gumroad vs Payhip or Lemon Squeezy, license key verification not working, Gumroad webhook or API integration, email broadcasts not reaching buyers, or affiliate program setup on Gumroad. Do NOT use for general digital product strategy (use /sales-digital-products) or checkout optimization across platforms (use /sales-checkout).

Klaviyo platform help — AI-first B2C CRM and marketing automation for e-commerce with predictive analytics, 350+ integrations, and cross-channel messaging. Use when Klaviyo flows not triggering, segments returning wrong contacts, Shopify data not syncing to Klaviyo, predictive scores (CLV, churn) seem off, forms not capturing signups, reviews not collecting, or Klaviyo API returning errors. Do NOT use for general email marketing strategy (use /sales-email-marketing), cross-platform email deliverability (use /sales-deliverability), or email open/click tracking strategy (use /sales-email-tracking).