> ## Documentation Index > Fetch the complete documentation index at: https://docs.mavera.io/llms.txt > Use this file to discover all available pages before exploring further. # Integrations > 50+ external APIs paired with Mavera — full pipelines with code for every job Every integration page shows you **every job you can build** by combining that API with Mavera. Each job includes the scenario, architecture, full Python + JavaScript code, and production tips. **Looking for Mavera-only workflows?** See the [Playbooks](/playbooks) tab for persona research, content production, video intelligence, and strategic research — no external API required. *** ## CRM & Sales Build persona pipelines, deal-stage focus groups, account intelligence, and competitive displacement tracking from your CRM data. 8 jobs — persona pipelines, deal-stage focus groups, account intelligence, brand voice extraction 8 jobs — lifecycle personas, deal replay, meeting analysis, engagement-weighted refinement 4 jobs — pipeline voice analysis, activity scoring, lost deal focus groups, org research 4 jobs — email A/B validation, call analysis, lead-to-persona automation, smart view content ## Ad Platforms Analyze video creatives, validate ad copy with focus groups, map audiences to personas, and build content pipelines from campaign data. 10 jobs — video analysis, creative comparison, audience mapping, ad fatigue detection, Reels pipeline 7 jobs — search term strategy, ad copy validation, keyword pipelines, RSA testing, auction battle cards 4 jobs — sponsored content testing, lead gen personas, campaign analytics briefs, ad copy generation 5 jobs — video analysis, creative leaderboard, Gen Z focus groups, trend pipelines, sound analysis ## Social Media Mine community voice, validate personas against real audiences, track competitor sentiment, and build content from trending conversations. 8 jobs — competitor ad showdowns, comment personas, pre-roll testing, influencer analysis, Shorts vs long-form 6 jobs — subreddit voice mining, product feedback mirrors, trend pipelines, pain point discovery 5 jobs — brand sentiment, trending content sprints, competitor analysis, reply mining, thread repurposing 4 jobs — follower persona refinement, post engagement strategy, comment analysis, employee advocacy ## Video & Media Score your entire video library, pre-publish creative testing, correlate AI metrics with real engagement, and extract content from captions. 5 jobs — library analysis, pre-publish testing, scoring correlation, caption extraction, webinar intelligence 5 jobs — viewer persona mapping, heatmap optimization, CTA focus groups, spoken brand voice, lead follow-up ## Analytics & Data Turn quantitative data into qualitative insights — build personas from real demographics, diagnose funnels with focus groups, and create behavior-based segments. 7 jobs — demographic personas, interest content, funnel focus groups, landing page refresh, real-time response 5 jobs — user clustering, funnel diagnosis, cohort strategy, event enrichment, feature adoption campaigns 4 jobs — persona calibration, journey mapping, behavioral cohort focus groups, pricing validation 4 jobs — audience focus groups, CDP personas, real-time triggers, cross-source identity ## Email Marketing Validate campaigns with synthetic audiences, build brand voice from winning emails, predict open rates, and create segment-personalized content. 6 jobs — segment personas, performance optimization, A/B focus groups, interest content, re-engagement, open rate prediction 5 jobs — predictive personas, flow refresh, segment analysis, product affinity, SMS vs email testing 3 jobs — campaign analysis, attribute personas, webhook research triggers 3 jobs — device/geo persona refinement, A/B focus group extension, bulk persona creation ## Survey & Research Combine real survey data with synthetic persona research — discover segments, validate questions, and auto-generate reports. 4 jobs — persona discovery, open-ended deep-dive, NPS messaging, Mavera calibration 3 jobs — bulk analysis, survey design optimization, auto-generated reports 4 jobs — enterprise persona library, brand tracker enrichment, employee personas, CX focus groups ## E-Commerce Build purchase-behavior personas, diagnose cart abandonment, validate product bundles, and create inventory-aware content priorities. 8 jobs — customer cohort personas, review analysis, collection content, abandoned cart focus groups, seasonal planning, bundle validation 5 jobs — revenue-tier personas, churn retention content, market personas, case study generation, dispute prevention 3 jobs — review sentiment, customer attribute personas, multi-channel content ## Content & SEO Fill keyword gaps, audit competitor content, validate search intent with personas, and build end-to-end publish pipelines. 5 jobs — keyword gap content, competitor audit, intent focus groups, backlink strategy, SEO reports 4 jobs — top page replication, trending content briefs, authority building, keyword-to-generate pipeline 5 jobs — brand voice extraction, content audit refresh, category gap analysis, publish pipeline, page focus groups ## News & Financial Monitor industry news through persona lenses, build competitive intelligence, and create sentiment-responsive messaging. 4 jobs — persona-analyzed digests, competitor monitoring, rapid content, sentiment tracking 4 jobs — story clustering, entity intelligence, AI summary digests, geographic messaging 4 jobs — market sentiment positioning, earnings content timing, economic focus groups, sector prioritization ## Communication Mine internal channels for messaging playbooks, analyze community sentiment, and build brand voice from real conversations. 5 jobs — sales channel mining, support pain points, product feedback focus groups, competitive intelligence, win/loss voice 4 jobs — community sentiment, voice transcripts, FAQ generation, feature request mining 3 jobs — SMS analysis, call recording intelligence, WhatsApp persona insights ## Project & Productivity Connect your project tools to Mavera for content generation, meeting analysis, product focus groups, and sprint-aligned marketing. 5 jobs — content calendar pipeline, meeting analysis, PRD focus groups, knowledge base voice, competitive wiki 3 jobs — campaign tracking, brief-to-generation automation, sprint messaging 3 jobs — feature release content, bug sentiment focus groups, cycle velocity planning 4 jobs — customer issue personas, sprint release content, epic campaign alignment, comment language mining ## AI & ML Chain AI services with Mavera — transcribe, analyze, generate, and create closed-loop creative optimization. 5 jobs — Whisper transcription pipeline, vision pre-processing, TTS content, embeddings enhancement, Sora video loop 4 jobs — long document personas, transcript mega-analysis, multi-source brand voice, research-to-focus-group 5 jobs — persona voice cloning, multilingual localization, audio reports, Speak enhancement, ad script production 5 jobs — audio intelligence meetings, podcast analysis, call intelligence, live event content, voice of customer ## Recruitment & HR Test employer brand messaging, optimize job postings, and build hiring personas from candidate pipeline data. 4 jobs — employer brand personas, job posting focus groups, hiring persona development, rejection analysis 3 jobs — candidate experience focus groups, source-optimized recruitment, offer acceptance analysis 2 jobs — performance-optimized job postings, talent pipeline personas ## Reviews & Reputation Mine reviews for brand voice, track reputation scores, build competitive positioning from real feedback, and generate response templates at scale. 6 jobs — persona-specific messaging, competitor mining, brand voice from reviews, social proof content, feature roadmap input, score tracking 5 jobs — review brand voice, reputation response, star-tier personas, competitor comparison, response generation 4 jobs — multi-location analysis, local personas, location content, response templates 4 jobs — market research, review sentiment, category trends, local preference focus groups