Siftree
Transforming companies from software-native to AI-native.
The last solution you need to find, win, and keep customers. Siftree connects calls, tickets, reviews, social, documents, video, and the systems you already use — then builds pipelines, datasets, tools, and cited insights your team and agents can operate on. Long-horizon agents keep building after you walk away.
[Machine-readable summary](https://www.siftree.com/llms.txt) — full machine-readable index.
Product:
- [Home](https://www.siftree.com/) — Product overview: connect anything, describe what you need, and operate on trusted outputs. One stack for find, win, and keep. - [Start building](https://www.siftree.com/request-beta-access) — Request beta access to the Siftree application. - [Siftree Core](https://www.siftree.com/core) — The hard 90%: Core absorbs maintenance, security, and architectural risk. The last 10% is customized in your company's language — you keep the logic and the interface. Fractional CTO help for scoping and shipping on Core is available at no cost. - [Use cases](https://www.siftree.com/use-cases) — Eight products built on Siftree for GTM, CX, marketing, product, and strategy teams: Pipeline, Support, Listen, Community, Creative, Answers, Research, and Compete. Each page shows the product's workspace, its agents and what they need approval for, integrations, the metrics it tracks, and copyable prompts. - [Long-horizon agents](https://www.siftree.com/long-horizon-agents) — Agents for ambitious work: a clear goal, a sandbox that can finish the job, the official SDK, and permissions you can see. Work continues after you walk away. - [MCP](https://www.siftree.com/mcp) — Siftree over streamable HTTP. 27 tools across channels, documents, sources and datasets, tasks, workflows, reports, skills, and web. OAuth, scoped to the channels the authorizing account can reach. Clients include Claude, ChatGPT, Cursor, VS Code, the command line, and raw HTTP. - [MCP endpoint](https://app.siftree.com/api/mcp) — Streamable HTTP MCP server. Use cases:
- [Siftree Pipeline (Business Development)](https://www.siftree.com/use-cases/business-development) — For SDR and RevOps teams. Find the accounts showing buying signals this week. Siftree Pipeline watches job boards, review sites, and communities for the trigger events that come before a deal, scores every account for ICP fit, finds and enriches the buyers, and writes each account to your CRM with a drafted first touch. Covers Intent signals, ICP fit, People search, Contact enrichment, Trigger events, Why now. Sample prompt: Find mid-market field-service companies that posted dispatcher or ops roles in the last 30 days, or complained about Routewise on G2 or Reddit. Score ICP fit 1–10 and tell me why now. - [Siftree Support (Customer Service)](https://www.siftree.com/use-cases/customer-service) — For CX teams. Find your top contact drivers across 100% of conversations. Siftree Support reads every ticket, chat, call, and review, labels each by root cause, writes the tags back to your help desk, and traces spiking drivers to the release behind them. Covers Contact drivers, Root cause, CSAT drivers, Escalations, Deflection, No sampling. Sample prompt: Group last quarter's tickets, chats, and call recordings by root cause. Show which contact drivers grew month over month and pull three representative quotes for each. - [Siftree Listen (Social Listening)](https://www.siftree.com/use-cases/social-listening) — For brand and social teams. AI that watches social media 24/7 so you don’t have to. Siftree Listen collects posts, comments, and video and audio transcripts across every major social platform, groups them into the narratives people actually tell, and routes a spike to your team the day it starts. Covers Share of voice, Narratives, Video transcripts, Audio, Spike detection, Every platform. Sample prompt: Compare what people say about Lumera, Dewly, and Clarra across every major social platform this month. Group by narrative, show share of voice and sentiment for each, and flag anything spiking. - [Siftree Community (Community Management)](https://www.siftree.com/use-cases/community-management) — For community teams. Answer the threads that matter first. Siftree Community reads every new message wherever your community lives, ranks it by urgency, drafts a reply from your help center, and posts it in Discord or Slack once a person approves. Replies to public Reddit threads are drafted for you to post. Covers Triage queue, Response time, Escalations, Superusers, Recurring questions, Brand voice. Sample prompt: Rank every unanswered message in our community channels and new public threads about Lumera by urgency. Draft replies in our brand voice for the top 20 using only our help center, and don't post anything. - [Siftree Creative (Content Strategy)](https://www.siftree.com/use-cases/content-strategy) — For creative strategists. See which hooks and formats are winning your category. Siftree Creative labels every ad and video in your category by hook, format, and claim, finds the angles no brand is running, and drafts briefs and scripts in your customers' words. Covers Hooks, Formats, Creative fatigue, Content gaps, Ad library, Customer language. Sample prompt: Analyze the top facial-moisturizer ads in Meta Ad Library and the most-engaged TikToks in our category this quarter. Break them down by hook, format, and claim, then propose a four-week calendar with angles we haven't used. - [Siftree Answers (AEO/GEO Optimization)](https://www.siftree.com/use-cases/aeo-geo) — For SEO and content teams. Track your share of answer across ChatGPT, Gemini, and Perplexity. Siftree Answers asks ChatGPT, Gemini, and Perplexity your buyers' questions every week, records every answer and citation, flags where you're missing or described wrong, and drafts the page fix in your CMS. Covers Share of answer, Citation rate, Prompt set, Inaccurate claims, AI visibility, Answer engines. Sample prompt: Ask ChatGPT, Gemini, and Perplexity our 200 priority buyer questions every week. Track how often we're mentioned versus Dewly and Clarra, flag inaccurate claims about our products, and show which sites they cite. - [Siftree Research (User Research)](https://www.siftree.com/use-cases/user-research) — For product and research teams. Turn every customer call into evidence the roadmap can use. Siftree Research transcribes every interview and sales call, codes each quote to your codebook by need, segment, and severity, and puts the evidence on the Linear or Jira issue it supports. Covers Synthesis, Jobs to be done, Affinity mapping, Evidence, Quote bank, Opportunity sizing. Sample prompt: Code our last 40 customer interviews and 200 sales calls by unmet need. Show how often each need appears by segment, with three quotes each, and flag needs we heard in sales but never in research. - [Siftree Compete (Competitor Intelligence)](https://www.siftree.com/use-cases/competitor-intelligence) — For PMM and sales teams. Keep battlecards current every time a competitor moves. Siftree Compete watches competitor pricing pages, changelogs, ads, reviews, and job posts, flags what changed, redrafts the affected battlecard section with a source for every line, and notes every open deal the change touches. Covers Battlecards, Win/loss, Objection handling, Pricing & packaging, Claim validation, Talk tracks. Sample prompt: Every week, check Routewise and Tasklane's pricing pages, changelogs, ads, G2 reviews, and job posts. Tell me what changed, which open deals it affects, and update the objection-handling section of each battlecard. Capabilities (summary):
- Connect anything: calls, tickets, reviews, social, documents, video, and existing systems. - Describe what you need in plain language; Siftree builds pipelines, structures the data, and routes models for language, vision, audio, transcription, classification, and enrichment. - Operate on datasets, tools, reports, and cited insights. You define the rules — what counts, how it's scored, what gets labeled. - Marketplace: 1,000+ public sources. Search, choose a source, and create an analysis-ready dataset without scraper maintenance. - Native connectors for help desks, CRMs, and call recorders, plus upload and API. Audio and video are transcribed and labeled with everything else. - Runs on a schedule or a trigger, and alerts your team in Slack when a threshold is crossed. - Acts in your systems: writes labels and fields back to the help desk or CRM, opens issues in Linear or Jira, and drafts replies and emails. Each agent runs automatically, drafts for review, or asks first, and every action is logged. - Ask questions of your data from Claude or ChatGPT through Siftree MCP. - Enterprise protections: continuous verification of every request, encryption in storage and transit, privilege and identity governance, immutable activity logs. - Teams use the eight products in place of separate point tools for prospecting data, support analytics, social listening, community triage, ad research, AI search visibility, research repositories, and competitive intelligence.