Capability gaps shouldn’t require another tool — Siftree is the last solution you'll ever need.
How can we show up in AI search results better? Our product details are incorrect when we ask, we don't appear often, and we don't know which sources are causing this.
Thinking...
⌃I should inspect the channel before proposing new work and reuse any matching AI-search data already present.
The channel has an AI Search Audit dataset with 3,000 answers and citations, but I still need the product and claim to classify.
I found 3,000 existing ChatGPT, Gemini, and Perplexity answers in AI Search Audit, including their cited sources. I can classify the answers against the product truth, then identify which domains overlap across inaccurate answers.
Which product should we test, and which inaccuracies should I watch for?
Here's the product: lumera.com/products/oil-control-moisturizer. They say it's not good for oily skin when it is.
Software Siftree has replaced
And more...
Data, models, connectors, security, and architecture — everything needed to own an intelligence product, managed for you. No assembly on your end.
Your logic and your interface — not a vendor template. Tell it how you operate; Siftree builds around your rules, your team, and your definition of done.
Siftree is a long-horizon agent. It tests, iterates, and refines for hours on end — so by the time you check in, the work is already done.
Long-horizon agents →Find hot accounts from product mentions, competitor research, hiring activity, and other GTM intent signals, then enrich the people to contact.
Cluster recurring problems across tickets, calls, reviews, and conversations before they become larger issues.
Track narratives, sentiment, and emerging conversations across every major social platform.
Bring governed community context into the tools your team uses to prioritize responses and strengthen engagement.
Plan what to publish from the hooks, aesthetics, and creator content already shaping your category.
See how AI assistants describe your products and category, then close the gaps that keep you out of the answer.
Pull patterns from interviews, calls, and session notes so research reaches the teams who can act on it.
Track competitor product, marketing, and market moves in one place before they show up in your pipeline.
INTELLIGENCE
Describe the solution you need or question you have in plain language. Siftree scopes the work, creates its own tasks, and transforms messy source material into organized databases and custom interfaces. The entire pipeline is transparent and auditable.
Explore Siftree Core →
INTELLIGENCE
You define the rules — what counts, how it's scored, what gets labeled. The intelligence stays yours to read, change, and extend. Not locked inside someone else's product.
Explore Siftree Core →Ticket #48211 · Mobile checkout
“I redeemed 500 points and nothing showed up at checkout.”
Out of the box
Custom
WORLD-CLASS MODELS
Use leading models for language, vision, audio, transcription, classification, and enrichment. Siftree routes each step to the model that fits the work.
Choose a model
Use the best model at every step
Language
Synthesis · Summarization · Reasoning
Vision
Image Analysis · OCR · Multimodal
Audio
Transcription · Diarization · Insights
Enrichment
Sentiment · Entities · Taxonomy
MCP
Use Siftree from Claude, ChatGPT, or your own agent. Search governed data, launch workflows, and bring cited answers directly into the conversation.
Explore Siftree MCP →
MARKETPLACE
Collect public web data without scraper maintenance. Search the marketplace, choose a source, and create an analysis-ready dataset at commodity pricing.
Explore Marketplace →
Engineered for professional teams and strict environments.
Every single request is explicitly validated across all users, background systems, and AI agents.
Your information remains heavily encrypted at all times—both while securely stored and during active network transmission.
Prevent unauthorized exposure with tight permission boundaries that isolate and shield your most sensitive data.
Maintain a clear, transparent history of all AI outputs and workflows to support effortless auditing and internal validation.
Attempting to achieve the same outcome requires existing data infrastructure Siftree customers don't have to worry about. There's no friction — just sign up!
Without Siftree
Build or buy a data stack first
Your solution
AI codegen
Replit, Lovable
Vendor contract
Someone to own it
Language
OpenAI, Anthropic
Vision
Reducto, Google
Audio
AssemblyAI, Rev
Enrichment
Custom code
Lakehouse
Databricks, Snowflake
Vendor contract
Someone to own it
ETL
Fivetran, Airbyte
Vendor contract
Someone to own it
Scraping
Bright Data, Apify
Web search
Exa, Parallel
People search
Apollo, ZoomInfo
1st-party data
Merge, Nango
Start: hire data engineers, sign ten contracts
With Siftree
Sign up and go
Your solution
Siftree Core
One platform, one contract
AI app building
Build the last 10% in plain language
Models
Language, vision, audio, and enrichment
Storage and query
Governed, queryable by default
Ingestion
Pipelines that repair themselves
Sources
Scraping, search, people, and first-party data
Start: sign up
Bring in calls, tickets, reviews, social, documents, video, and the systems your team already uses.
Ask in plain language. Siftree builds the pipeline, structures the data, and runs the right models.
Walk away with something usable — datasets, tools, reports, or cited insights your team and agents can trust and operate on.
Connect a source, ask the question, and see what your customers have been trying to tell you.
Siftree
The AI platform for customer-obsessed leaders. Build personalized customer solutions you can trust.
Siftree connects calls, tickets, reviews, social, documents, and your existing systems — 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.