Public Reddit JSON, authenticated X API when configured, and Facebook public pages/groups when available. Every report states which sources contributed and where privacy settings limited coverage.
SentiDash
Stop guessing. Start acting on what customers are saying.
Automated social listening across Reddit, X, and Facebook. Delivered as a clean branded PDF on your schedule. No login, no dashboard, no integration. SentiDash turns unstructured feedback into clear, prioritized action items for your team.
Sentiment Report
WeeklyTotal mentions47
Positive68%
Negative14%
How it works
How does SentiDash work, step by step?
- 01
Give us a keyword
A brand name, product, person, or topic. Configure ANY / ALL / EXCLUDE rules to scope it precisely.
- 02
We search all three platforms
Reddit, X.com, and Facebook searched concurrently — not sequentially — in a single run.
- 03
AI filters and enriches every result
Gemini drops off-topic matches, then scores sentiment, infers location, and drafts a suggested response for each finding.
- 04
PDF lands in your inbox
A branded report with a cover summary, per-platform breakdown, and per-record detail cards — delivered on your schedule.
Methodology
How is SentiDash sentiment signal collected and filtered?
Honest depth beats fabricated metrics. Here is what SentiDash actually does with public conversation data.
Keyword ANY / ALL / EXCLUDE rules define the initial candidate set. Gemini then drops off-topic or weak matches before sentiment scoring, location inference, and response drafting.
A branded PDF with cover summary, per-platform breakdown, and per-record detail cards — not a login-gated dashboard your team has to babysit.
Who it is for
Who should use SentiDash instead of a listening platform?
Track how campaigns, launches, and brand moments are being discussed across public channels.
Turn scattered customer feedback into friction themes, sentiment trends, and clear next actions.
Get a readable weekly signal without learning another social listening platform.
What makes it different
Built for teams that need answers, not more raw data.
Three platforms, one report
Reddit, X, and Facebook searched simultaneously. Results merged, deduplicated, and ranked — no manual stitching across tools.
AI filters noise out, not just in
Gemini reviews every candidate post and drops off-topic or weak matches before the report is built. You get signal, not keyword clutter.
A response draft per finding
Every surviving record includes a Gemini-drafted suggested reply your team can use or adapt. Not just data — an action path.
Deep-linked audit trail
Reddit results resolve to the exact comment, not just the thread. Every finding in the PDF is one click from the source.
No client setup required
Reports arrive as a branded PDF on schedule. Clients need zero accounts, logins, or technical integrations.
Keyword rules — precise, not polluted
ANY / ALL / EXCLUDE logic scopes reports tightly. Multiple keywords per client supported from day one.
Platform coverage
Comprehensive coverage, with transparent limitations.
We show where signal was found, where access is strongest, and where platform privacy limits coverage.
Official authenticated X API when configured. Most reliable real-time coverage of public posts and replies.
Direct public JSON endpoint — posts, comments, and nested thread replies covered with full pagination. No OAuth required.
Public pages and groups can be included when available. Coverage varies by privacy settings, and every report makes those limits clear.
The deliverable
Everything in one PDF. Ready the moment it lands.
- Cover summary
Total mention count with per-platform sentiment breakdown — Reddit / X / Facebook — in aligned columns.
- Per-record detail cards
Source, timestamp, sentiment, inferred location, direct link, and Gemini-drafted suggested response.
- Deep-linked sources
Every finding links to the exact post or comment — not a homepage. Auditable with one click.
- Branded output
Heuristics AI cover page. Client-ready. No raw data exports, no spreadsheets to clean.
- Auto-download, no server
Report delivered as a browser-triggered PDF — no expiring links, no login required on the client side.
- Timestamped archive
Every run uploads a timestamped report to cloud storage. History is preserved automatically.
Comparison
SentiDash vs a traditional social listening dashboard
A vs B for buyers comparing report-first monitoring with login-heavy platforms.
| Dimension | SentiDash | Typical social listening dashboard |
|---|---|---|
| Primary output | Scheduled branded PDF with findings and suggested replies | Live dashboard that teams must check and configure |
| Client setup | Keyword rules only — no accounts for client stakeholders | Seats, logins, and often multi-tool stitching |
| Coverage honesty | Platform limits (especially Facebook) stated in every report | Often implied full coverage without clear caveats |
| Pricing shape | $399/mo focused monitoring SKU | Usually seat-based or enterprise packages |
FAQ
What do buyers ask about SentiDash?
Long-tail answers for AI and human readers. See also the glossary entry.
What is SentiDash?
SentiDash is Heuristics AI’s scheduled social listening service. It searches Reddit, X, and Facebook for your keywords, filters noise with AI, and delivers a branded PDF with sentiment, links, and suggested responses.
How is SentiDash different from a social listening dashboard?
SentiDash is report-first: you receive a PDF on a schedule instead of another login-gated dashboard. Coverage limits are stated plainly, especially for Facebook privacy constraints.
Which platforms does SentiDash cover?
Reddit and X are production paths. Facebook public pages and groups can be included when available; every report discloses where access was limited.
How much does SentiDash cost?
SentiDash is $399/mo on the Heuristics AI pricing page, billed month-to-month with cancel-anytime terms.
References
Sources & citations
Primary standards and authority links used to ground product claims. Illustrative dashboard numbers on this site are product UI examples, not live client outcomes.
- Nielsen Norman GroupUX research authority for clear reporting and actionability.
- Google AI PrinciplesResponsible AI boundaries for automated filtering and drafts.
- Heuristics AI glossaryIn-site definition of SentiDash and related monitoring terms.
Get started
See your brand through your customers' eyes.
We run a sample report for your keyword — no commitment, no setup on your end. Just send us a brand name and we'll show you what comes back.