Siftree asks AI assistants your buyers' questions on the schedule you set, checks each answer against your site, and shows which pages to fix.
ChatGPT
For oily skin, Dewly Gel Cream is a popular lightweight pick. Clarra Balance is non-comedogenic and mattifying.
Gemini
Lumera Oil Control can feel heavy, so many reviewers with oily skin prefer Dewly.
Perplexity
Lumera Oil Control and Dewly Gel Cream both wear well under makeup. Lumera tested best for shine control.
Share of answer · 200 priority prompts
Own your intelligence
Your buyer prompts, your accuracy checks — asked across assistants on whatever cadence you choose. No screenshot ritual.
ChatGPT
27%
Lumera share of answer
Gemini
28%
Lumera share of answer
Perplexity
38%
Lumera share of answer
Inaccurate claims
Every answer is checked against your product pages. Wrong ones get traced to the source that taught it.
Sources behind inaccurate answers
Gemini · “is Lumera good for oily skin”
“Lumera Oil Control can feel heavy, so many reviewers with oily skin prefer Dewly.”
Checked against lumera.com
Fix queued
“ChatGPT says our moisturizer isn't for oily skin. It's called Oil Control.”
Screenshots of a few prompts, once a quarter
200 prompts across 3 assistants, on repeat
“We think we show up sometimes”
31% share of answer, tracked over time
No idea why an answer is wrong
The cited source behind every wrong claim
A list of SEO guesses
A ranked list of pages to fix
What lands
Weekly AI visibility report
Lumera · Week 41
Share of answer
Lumera appears in 31% of answers to priority prompts, behind Dewly at 44%. Perplexity is Lumera's strongest assistant at 38%1AI Search Audit · 3,000 answers.
Inaccurate claims
142 answers say the Oil Control Moisturizer isn't suited to oily skin, and 38% of them cite one Reddit thread from 20232reddit.com/r/SkincareAddiction · 2023 thread.
Every claim links to the post, call, or page it came from.
SiftreeApp7:02 AM
New inaccurate claim · Gemini
“Lumera Oil Control is too heavy for oily skin” appeared in 12 answers this week. Top source: reddit.com (2023).
Thresholds you set, delivered to Slack or email.
Task schedule
Approve the task once. It keeps running and repairs itself.
AI answers, checked against the truth
| Prompt | Assistant | Brands mentioned | Accurate |
|---|---|---|---|
| best moisturizer for oily skin | ChatGPT | Dewly, Clarra | — |
| is Lumera good for oily skin | Gemini | Lumera | No |
| lightweight moisturizer under makeup | Perplexity | Lumera, Dewly | Yes |
| Lumera vs Dewly | ChatGPT | Lumera, Dewly | Yes |
Labeled records you can filter, export, or query from Claude and ChatGPT.
Start with a prompt
Copy one into the Siftree agent and swap in your brands.
“For which buyer questions are we never mentioned?”
“Which competitor pages get cited when we don't?”
“What inaccurate claims do assistants repeat about our products?”
“Which of our pages should we rewrite first?”
“Did last month's content change our share of answer?”
“Alert me when an assistant makes a new false claim about us.”
Questions
FAQ
ChatGPT, Gemini, and Perplexity. You choose the prompts, and the schedule controls how often they're asked again.
You give Siftree the source of truth, such as product pages or a spec sheet. Each answer is checked against it, and every flag links to the answer and its citations.
In Siftree, AI answers are one dataset next to your reviews, tickets, and social. You can see why an assistant believes something, such as an old Reddit thread, not only that it does.
A chat assistant answers once from what it can see in the conversation. Siftree collects and connects your data, labels every record the same way, re-runs on a schedule, and cites the source behind each claim. You can still ask from ChatGPT or Claude through Siftree MCP.
Access is scoped to the channel and the accounts you grant. Tasks run in an isolated sandbox, creating or running a task requires approval, and every action is written to an activity log.
No. Describe the outcome in plain language. Siftree scopes the work, builds and tests the pipeline, and asks for approval before anything runs.
What it watches
ProfoundManual prompt screenshotsOne analyst, every team
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.