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The social media data API. One call, the whole answer.

One call to Prism replaces the dozen scrapers you'd wire up yourself. It fans out across 42 platforms in parallel — social, forums, reviews, AI answer engines — fuses and scores the results in code, and hands back one finished answer: share of voice, sentiment, fake-review grades, AI visibility. Built nowhere else.

Get your API keyRead the docs
curl https://www.socialcrawl.dev/v1/prism/share-of-voice \
  -G --data-urlencode "brand=Notion" \
  --data-urlencode "competitors=Obsidian,Coda" \
  -H "x-api-key: $SC_KEY"
[ .JSON ]
{
  "endpoint": "prism/share-of-voice",
  "blended_sov_pct": 41.8,
  "brands": [
    { "name": "Notion",   "sov_pct": 41.8, "trend": "+3.2" },
    { "name": "Obsidian", "sov_pct": 24.1, "trend": "-1.0" },
    { "name": "Coda",     "sov_pct": 19.7, "trend": "+0.4" }
  ],
  "window": "30d",
  "credits": 7
}

42 platforms · 264 endpoints · 30+ composite recipes · billed once, refunded when coverage drops

Crawling data from the world's biggest platforms

TikTok logoTikTokInstagram logoInstagramYouTube logoYouTubeX logoXLinkedIn logoLinkedIn
The problem today

Social data is fragmented. Right now, you're the integration layer

Every platform speaks a different dialect — its own auth, its own response shape, its own paging rules. Wiring a dozen of them into one answer is weeks of glue code, and the maintenance bill never stops.

  • auth × NA new key, header, and token handshake for every source you add.
  • schema × NA dozen response shapes to normalize before a single field is usable.
  • paging × NCursors, offsets, and rate limits — each platform plays by its own rules.
  • you computeFusion, dedup, sentiment, scoring — all hand-written, all yours to keep alive.
TikTok logoTikTokReddit logoRedditYouTube logoYouTubeTrustpilot logoTrustpilotNaver logoNaveryour_code.pystitching it together…
How Prism works

One call in. One finished answer out

Send a single request. Prism fans it out across every relevant platform in parallel, then deterministic code fuses, dedupes, and scores the results into one structured answer — no orchestration on your side.

Step 1

You send one request

GET /v1/prism/…
Step 2

Prism fans out, server-side

9 platforms · parallel
Step 3

Code folds it into one answer

1 envelope · billed once

LLMs narrate, code computes — so the numbers are reproducible. One envelope, billed once, with an automatic partial refund the moment coverage drops below the threshold.

Under the hood

One call. Every source. Named in the response

You hit one endpoint. Prism queries every relevant platform in parallel, fuses and dedupes the results, scores them with deterministic code, and folds everything into one envelope — with a per-source ledger you can audit. Lose more than half your sources, and 50% is refunded automatically.

GET /v1/prism/review-integrity

Review integrity

Grades a product's reviews A to F by stress-testing ratings across Amazon, Trustpilot, and forums with a Welch t-test and bimodality check. No LLM, fully reproducible.

Fake-review detectionTrust & safetyMarketplacesE-commerce
Amazon logoAmazonGoogle Shopping logoGoogle ShoppingTrustpilot logoTrustpilotContent Analysis (web + forums) logoContent Analysis (web + forums)
1 call → 4 sources, in parallel
{
  "grade": "F",
  "signals": [
    {
      "name": "cross_source_rating_divergence",
      "verdict": "fail",
      "evidence": {
        "gap": 3.54,
        "t_stat": 9.95,
        "sources": [
          "amazon",
          "trustpilot"
        ]
      }
    },
    {
      "name": "distribution_bimodality",
      "verdict": "warn",
      "evidence": {
        "bimodality_coefficient": 0.77
      }
    }
  ],
  "per_source_ratings": [
    {
      "source": "amazon",
      "value": 4.5,
      "n": 10500
    },
    {
      "source": "trustpilot",
      "value": 1.33,
      "n": 12
    }
  ]
}
GET /v1/prism/share-of-voice

Share of voice

Returns one blended, engagement-weighted share-of-voice percentage versus up to five rivals, split into web and social, with the trend baked in.

Share of voiceCompetitive intelBrand monitoringMarket research
Content Analysis (web) logoContent Analysis (web)Universal Search (everywhere) logoUniversal Search (everywhere)
1 call → 2 sources, in parallel
{
  "per_brand": [
    {
      "brand": "Notion",
      "sov_pct": 0.686,
      "web_sov_pct": 0.508,
      "social_sov_pct": 0.864,
      "trend": "falling",
      "engagement_sum": 295624037
    }
  ],
  "category_denominator": 2,
  "methodology_version": "sov.v1"
}
GET /v1/prism/ai-visibility

AI visibility

Measures how often ChatGPT, Gemini, and Perplexity name your brand, and which domains they cite instead, for answer engine and generative engine optimization.

Answer engine optimizationLLM SEOAI visibilityCompetitive intel
Perplexity logoPerplexityGGrok
1 call → 2 sources, in parallel
{
  "per_brand": {
    "SocialCrawl": {
      "visibility_pct": {
        "overall": 0
      },
      "n_runs": {
        "perplexity": 5
      }
    }
  },
  "citations": [
    {
      "domain": "data365.co",
      "count": 5,
      "share": 1,
      "you_rank": false
    },
    {
      "domain": "cm-alliance.com",
      "count": 5,
      "share": 1,
      "you_rank": false
    }
  ]
}
GET /v1/prism/crisis-radar

Crisis radar

Runs a 7-day rolling z-score on mention volume and negative share to flag calm, watch, alert, or crisis, then escalates to a severity grade on a confirmed breach.

Crisis commsEarly warningBrand monitoringSocial media monitoring
Content Analysis (phrase-trends + sentiment) logoContent Analysis (phrase-trends + sentiment)Universal Search (everywhere) logoUniversal Search (everywhere)Reddit logoRedditX (Twitter) ai-search logoX (Twitter) ai-search
1 call → 4 sources, in parallel
{
  "alert_level": "calm",
  "breached": false,
  "z_volume": null,
  "z_negative_share": null
}
GET /v1/prism/brand-mentions

Brand mentions

Folds web and social into one mention report: volume timeline, sentiment split, top sources, and a computed trajectory, all in a single call.

Social media monitoringSentiment analysisPRBrand monitoring
Content Analysis (web mention corpus) logoContent Analysis (web mention corpus)
1 call → 1 sources, in parallel
{
  "computed": {
    "total_count": 4743608,
    "sentiment_breakdown": {
      "positive": 1297936,
      "negative": 1417496,
      "neutral": 1807472
    },
    "top_domains": [
      {
        "domain": "integrately.com",
        "share": 0.012
      }
    ]
  }
}
GET /v1/search/forums

Forum search

Fans a topic across Reddit, Hacker News, and Korean forums (Naver), then RRF-fuses, clusters, and comment-enriches the threads that matter.

Voice of customerForum researchKorea gapSocial listening
Reddit logoRedditHacker News logoHacker NewsNaver (지식iN / 카페) logoNaver (지식iN / 카페)
1 call → 3 sources, in parallel
{
  "computed": {
    "question_share": 0.33,
    "top_communities": [
      {
        "container": "r/airpods",
        "thread_count": 5
      },
      {
        "container": "Hacker News",
        "thread_count": 2
      }
    ]
  },
  "coverage": 1,
  "sources_succeeded": [
    "reddit",
    "hackernews"
  ]
}
The moat

Orchestration no other vendor ships behind one endpoint

Prism is proprietary composite-API technology. Each recipe is the fan-out, fusion, and deterministic scoring that everyone else makes you build, chain, and babysit yourself — collapsed into a single request.

Single-shot threads

No other API returns the thread, its comments, and community attribution in a single shot. Prism does it server-side and hands you one envelope.

One call, not two actors

Kill the two-actor scraping pattern — fire, wait, stitch. One request returns the finished result, no chaining.

No-LLM verdicts

Fake-review grading from a Welch t-test and bimodality check, not vibes. Same product in, same A–F grade out, every time.

The unsolicited-opinion layer

Reddit, Hacker News, and the Korean internet (Naver) — the unsolicited-opinion layer no Western tool indexes — fused into one call.

“The endpoint you call when you don't know which endpoint to call.”
What you can build

Flagship recipes. One call, one finished job

Every recipe returns a finished result — a grade, a percentage, a ranked feed — not raw rows to assemble. Pick one and fire a real request at the live API below.

Detect fake reviews

An A–F integrity grade across Amazon, Trustpilot, and forums.

/v1/prism/review-integrity

Track your AI visibility

How often ChatGPT, Gemini, and Perplexity name your brand.

/v1/prism/ai-visibility

Measure share of voice

Web and social SOV % versus up to five competitors.

/v1/prism/share-of-voice

Monitor brand mentions

Volume, sentiment, timeline, and trajectory in one call.

/v1/prism/brand-mentions

Search the forums

Reddit, Hacker News, and the Korean internet, fused and ranked.

/v1/search/forums

One URL, full data

Paste any social or commerce URL, get the right endpoint's JSON.

/v1/prism/lookup

AI answers with receipts

Perplexity, Grok, and Tavily consensus, with merged citations.

/v1/prism/answers

Crisis radar

Z-score alerting the moment a brand crisis starts.

/v1/prism/crisis-radar
Prism API30 endpoints supported
View docs
GET/v1/prism/lookup?url=https%3A%2F%2Fwww.youtube.com%2Fwatch%3Fv%3DA9TikdsD5eg
$ curl https://www.socialcrawl.dev/v1/prism/lookup?url=https%3A%2F%2Fwww.youtube.com%2Fwatch%3Fv%3DA9TikdsD5eg \
    -H "x-api-key: sc_YOUR_API_KEY"
— · idle
// Edit the params above and hit "Try it" to run a live request against the API
Browse all 30+ composite endpoints
Who builds on Prism

One key, pointed at the job your team actually has

Same API key, same credit system. Aimed at the question each team needs answered.

Brand & PR teams

Walk into the morning stand-up already knowing your mention volume, sentiment split, and which way the trend is moving — every platform, one call.

GET/v1/prism/brand-mentions

Competitive intelligence

See exactly how much of the conversation you own versus up to five rivals — web and social, blended into a single share-of-voice number.

GET/v1/prism/share-of-voice

AI & GEO marketers

Track how often ChatGPT, Gemini, and Perplexity name your brand, and which domains they cite instead — answer engine optimization and generative engine optimization, the new LLM SEO, finally measurable.

GET/v1/prism/ai-visibility

Creator-marketing teams

Drop in any creator URL, get clean stats back — audience, engagement, category — with zero per-platform integration to maintain.

GET/v1/prism/lookup

Trust & safety

Catch coordinated review manipulation with a deterministic A–F grade and the statistics behind it — defensible in a report, not a hunch.

GET/v1/prism/review-integrity

Global brands · Korea gap

Index the Korean internet next to Reddit and Hacker News, and measure the presence gap Western social tools never show you.

GET/v1/search/forums
Proof, not promises

Built and verified, not vaporware.

42Platforms coveredone credit system
264Endpoints, one schemaREST + SDKs
30+Composite recipesfinished answers
2,000+Tests, live-verifiedreal upstreams

Every recipe smoke-tested against real upstreams and a real credit ledger.

How it compares

Prism is an API, not a dashboard — and that's the point

Need a screen to log into? Buy a dashboard. Need finished social intelligence flowing straight into your own product, agent, or pipeline? Call Prism.

One request shape

Prism
Yes — one endpoint
DIY or dashboards
No — many shapes to wire

Unified schema across platforms

Prism
Yes — every platform
DIY or dashboards
No — you normalize it

Metrics computed for you

Prism
Yes — deterministic code
DIY or dashboards
No — you compute it all

Korean + Western forums

Prism
Yes — Naver, Reddit, and HN
DIY or dashboards
Not really — build each yourself

AI visibility built in

Prism
Yes — one endpoint
DIY or dashboards
No — not available

Pay per finished answer

Prism
Yes — credits, refunded on low coverage
DIY or dashboards
No — per-seat or infra upkeep

Developer-native (API, not UI)

Prism
Yes — REST and SDKs
DIY or dashboards
No — UI-first
Pricing

Pay per finished answer, not per scraper

One credit charge per finished answer — and an automatic partial refund when coverage runs thin, so you never pay full price for a half answer. Same key and same credit system as all 264 endpoints. No new contract, no seats, no compute units.

See pricingSee API pricing
From5credits / answerPartial refund below the coverage threshold. Credits never expire. No subscriptions, no seats.

Frequently asked questions

Can't find what you're looking for? Talk to our team or ask the AI agent below

It's a single endpoint that orchestrates many platforms for you. Instead of calling a dozen scrapers and stitching the results, you send one request — Prism fans out across the sources, fuses and scores them in code, and returns one structured answer, billed once.

Live

Ship social intelligence before your coffee gets cold

One key, one call, one finished answer. Sign up free and go from zero to your first Prism response in minutes — 100 credits on us, no card.

Get your API keyRead the docs
curl https://www.socialcrawl.dev/v1/prism/share-of-voice \
  -G --data-urlencode "brand=YourBrand" \
  -H "x-api-key: $SC_KEY"