Catch risk before reach
Every post is scored against your brand-safety rules — controversial themes, competitor mentions, unapproved claims — before it racks up impressions you can't undo.
Why this layer matters
Pre-flight checks for every campaign post.
Read the whole room
Thread-level comment analysis, not just top-level. We follow the replies, surface the real themes, and flag dogpiles before they trend.
Find the patterns
Content-pattern detection across your campaign feed. See exactly which hooks, CTAs, and visual styles drive engagement — and which kill it.
Competitive advantage
How Keepface AI Content Analysis stacks up.
Honest, side-by-side. Each "partial" or "not in product" cell carries the reason so you can verify against the vendor's own material.
Last reviewed 2026-06-14
| Capability | 
Keepface
| HypeAuditor | CreatorIQ Integrity | Aspire AI | Tagger | Modash |
|---|---|---|---|---|---|---|
| Per-post in-campaign scoring (not just pre-vetting) | Account-level audits | Discovery-first | ||||
| Brand-safety scoring with custom rule packs | ||||||
| Thread-level comment analysis (not just top-level) | Top-level | Top-level | Not in product | |||
| Custom analysis prompts (BYO brief) | Enterprise | |||||
| Public pricing on the website | Pay-per-run from $0.05 | Per-seat plans | Sales-led | Sales-led | Sales-led | from $99 / mo |
| All-in-one with CRM + Reporting + Affiliate | Reporting + AI | No native affiliate | Discovery + IRM add-on | |||
| Free / no-card trial of AI analysis | 5 runs / month free | 7-day trial | Sales-led | Sales-led | Sales-led | 14-day trial |
| Self-serve onboarding | ~10 minutes | Multi-week impl. | Sales call required | Sales call required |
Full
Partial
Not in product
All comparisons built from each vendor's publicly published material as of 2026-06-14. Vendor reps — spot something out of date? Email legal@keepface.com and we'll review + update within 7 days.
Pay-per-run, not per seat
$0.05 per post analysed past your monthly free runs. No seat upcharge, no minimum commit. Most comparables price per-user or per-brand on a sales-led contract.
Thread-level, not top-level
Most comment-analysis tools sample the first 100 top-level replies. We follow the thread — sarcasm, dogpile flips, topic drift — so the takeaways reflect the whole conversation.
Same brand, every product
Insights feed back into your CRM, reporting, and affiliate dashboards. One workspace, one taxonomy — no CSV exports between three tools to stitch a single story.
What gets analysed
12 layers of post-stream signal.
Brand-safety scoring
Custom rule packs per brand: profanity, controversial themes, competitor mentions, unapproved claims.
Caption sentiment
Multilingual sentiment + emotion detection on the post copy itself — joy, frustration, FOMO, trust.
Comments thematic analysis
Clusters top-level + thread-level replies into themes. Spot the real conversation, not just the loudest reply.
Thread-level depth
Follows reply chains 3+ levels deep. Catches dogpiles, sarcastic flips, and topic drift the top-level misses.
Per-post insight cards
One card per post with scores, themes, takeaways, and a recommended action. Ships to dashboards + Slack.
Custom insight templates
Roll your own card layout — pick the scores you care about, the themes you track, the brand voice rubric.
Auto-tagging
Posts auto-tagged with your taxonomy on ingest — vertical, format, persona, intent. Searchable, filterable.
Custom taxonomy
Bring your own tag tree. Enforce a consistent label set across creators, campaigns, and regions.
Brand-alignment score
Compares each post against your brand-voice rubric + visual identity guidelines for a single 0-100 fit score.
Content pattern detection
Surfaces the hooks, CTAs, visual styles, and post lengths driving above-average engagement.
Optimal posting time
Per-creator, per-audience-segment posting windows from 90 days of post-level metric snapshots.
Custom analysis prompts
Enterprise — pipe your own prompt templates into the run pipeline. Your brand brief, your rules.
Workflow
Connect → Analyse → Review → Act
Connect
Link a campaign's creator handles, drop a post URL, or pipe your post stream via the API.
Analyse
Each post scored on brand-safety, sentiment, brand fit, and engagement potential — in ~30 seconds.
Review
Insight cards land in the dashboard. Filter by risk flag, theme, or score. Slack / email digests on a schedule.
Act
Auto-tag, route to a moderation queue, drop a webhook into your stack — or just let the patterns inform the next campaign.
FAQ
Questions before you commit
Which platforms does it cover?
Instagram (posts, reels, stories), TikTok, YouTube (videos + shorts), and X/Twitter. Comment-thread analysis is supported on IG and TikTok today; YT + X follow this quarter.
How is the brand-safety score computed?
A blended score from three layers: (1) your custom rule pack (banned terms, competitor names, unapproved claims), (2) general brand-safety categories (profanity, controversial themes, sensitive topics) trained on public datasets, and (3) per-post context — caption sentiment, comment thread tone, and link checks. You can tune the weights per workspace.
How is this different from Intelligence Unlock?
Intelligence Unlock is pre-campaign creator vetting (a 20-section report on the creator, their audience, brand-fit forecast). AI Content Analysis runs in-campaign on the actual posts as they go live — scoring each post, surfacing patterns, flagging risk. Different time horizon, different unit of analysis.
Does it work on my pre-existing post archive?
Yes. Backfill runs on the last 90 days of campaign posts by default — bring a longer window via the API if your retention tier covers it. Backfill counts against the monthly run quota.
How do you handle non-English content?
40+ languages covered for sentiment + thematic analysis, including TR, RU, AR, ES, PT, FR, DE, JP, KR, ZH. Brand-safety rule packs accept custom terms in any UTF-8 script. Quality is strongest on the top 12 languages by data volume.
Where is my data stored, and is it used to train external models?
Post + comment text is stored in our EU-region database for the retention window on your tier (30/90/365 days). We don't train external models on your data, and the Anthropic / Google API providers we route to operate under zero-retention agreements for our enterprise tier.
Stop scrolling comment threads. Score every post automatically.
5 free analysis runs every month. Pay only $0.05 per post past that. No sales call required.
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