FactHeck vs Hive Moderation: Social Video Fact-Checker vs AI Detection API
Published 9 June 2026 · FactHeck editorial team
Check a video or photo now — paste any TikTok, Instagram, or YouTube URL into FactHeck and get a sourced verdict in seconds.
FactHeck and Hive Moderation both work in the space where AI and media verification overlap, but they solve different problems. FactHeck is a consumer fact-checking tool for social video posts: paste a URL, get a verdict on the claims in the video, plus an AI-detection signal. Hive Moderation is an API-first B2B platform that classifies whether images, video, and audio are AI-generated at scale. This comparison sets out when each is the right tool.
Side-by-side comparison
| Feature | FactHeck | Hive Moderation |
|---|---|---|
| Primary use case | Consumer fact-checking: submit a social post URL, get a verdict | B2B API: detect AI-generated images, video, and audio at scale |
| How it works | Automated pipeline: transcription → claim extraction → evidence retrieval → verdict + AI detection | Classification models served via REST API; web demo available |
| Fact-checking (claims + evidence) | Yes — extracts spoken/visual claims and retrieves supporting evidence | No — classifies media as AI-generated or real; does not fact-check claims |
| AI-generated media detection | Built-in for images and video; part of every check | Core product; covers images, video, audio, and text at scale |
| Detection model breadth | FactHeck's own detection pipeline | Broad model coverage across many generative AI tools |
| Target user | Individuals and journalists checking social posts | Platform trust & safety teams, enterprises, API developers |
| API access | Not offered | REST API; paid plans with volume pricing |
| Free tier | 5 fact-checks/day, 30/month | Free web demo; paid API above free-tier limits |
| Self-service web tool | Yes — URL input, instant results, no integration required | Web demo only; full capability requires API integration |
| Best for | Checking a specific social video or photo before sharing | Platform-level AI-media detection at scale via API |
What FactHeck does well
FactHeck is designed for a single workflow: a person sees a social post, doubts it, and wants a fast, structured check without any integration work. Submit a TikTok, Instagram Reel, or YouTube URL; the pipeline downloads the media, transcribes audio, extracts factual claims, retrieves evidence, and returns verdicts with source citations — typically within 90 seconds. AI detection runs as part of every check, flagging whether the video or image shows signs of synthetic generation.
FactHeck does not offer an API. It is a self-service tool for individuals and journalists, not a platform integration. Detection breadth is narrower than Hive Moderation's purpose-built classification suite.
What Hive Moderation does well
Hive Moderation is a commercial AI-content moderation platform with a REST API used by trust-and-safety teams at platforms, media companies, and enterprises. Its AI-generated media classification covers a broader range of generative models and runs at scale: millions of items, not individual spot-checks. It covers images, video, audio, and text.
Where Hive Moderation is genuinely stronger than FactHeck is in AI-detection breadth and throughput. It has been trained on a wider range of generative AI outputs and supports programmatic integration. It does not fact-check claims — it does not transcribe audio, extract assertions, or retrieve evidence — so it cannot tell you whether what is said in a video is true.
When to use FactHeck
- You have a specific social video or photo and want to know both whether its claims are accurate and whether it may be AI-generated.
- You want instant results via a web tool with no API integration or coding required.
- You are an individual, journalist, or researcher checking individual posts.
- Fact-checking the claims is as important as media authenticity.
When to use Hive Moderation
- You are a platform or enterprise that needs to classify large volumes of user-generated content via API.
- AI-generated media detection is the primary goal and you need broad model coverage.
- You have development resources to integrate a REST API into your trust-and-safety pipeline.
- You do not need claim extraction or fact-checking — you need media classification at scale.
A note on AI-detection accuracy
No AI-detection tool is perfectly reliable. Detection accuracy drops when content has been re-compressed by social platforms (WhatsApp, TikTok, Instagram all strip fine-grained artefacts on upload). Both FactHeck and Hive Moderation produce probabilistic scores, not binary verdicts. Treat any AI-detection result — from either tool — as a signal to investigate further, not as proof. For FactHeck, this signal combines with claim-level evidence retrieval to give a richer picture of a post's reliability.
Frequently asked questions
What is the difference between FactHeck and Hive Moderation?
FactHeck is a consumer-facing fact-checking tool: paste a TikTok, Instagram, or YouTube URL and receive a structured verdict on the claims in the video within 90 seconds. Hive Moderation is primarily a B2B API platform that classifies whether images, video, and audio were generated by AI; it does not extract claims or retrieve evidence. FactHeck includes AI-detection as one signal within a broader fact-check; Hive Moderation makes AI-media detection its core product at scale.
Does Hive Moderation fact-check claims in a video?
No. Hive Moderation's classification models assess whether media was AI-generated; they do not analyse spoken or on-screen claims, retrieve supporting evidence, or issue a fact-check verdict. If you need to check whether a claim in a video is true or false, FactHeck is designed for that.
Can I use FactHeck and Hive Moderation together?
Yes. They solve different parts of the verification problem. Hive Moderation's API is well-suited for platform trust-and-safety teams that need to classify large volumes of media. FactHeck is designed for individuals and journalists who want a per-post fact-check that also includes an AI-detection signal, without any integration work.
Which tool is better for detecting AI-generated video?
Hive Moderation's AI-detection models are specifically trained for classification at scale and cover a broader range of generative AI tools. FactHeck's built-in AI detection is optimised for social video posts and works as part of a combined fact-check, so it is the more convenient option for a one-off check. For high-volume or API-integrated detection, Hive Moderation is the purpose-built choice.
Ready to check a video? Paste any TikTok, Instagram, or YouTube URL into FactHeck for an instant AI-powered fact-check with source citations.