Instagram Threads Facebook Brand Presence Mapper

🔎 What can Instagram Threads Facebook Brand Presence Mapper do?

Give it a company domain and it returns that company's Instagram, Threads and Facebook presence in one flat row: profile URLs, handles, follower counts and post counts.

📦 What you get	⚙️ Features and integrations
📸 Instagram, Threads and Facebook accounts from one domain 👥 Follower and post counts per platform 🧵 Threads derived free from the resolved Instagram handle 🧾 31 flat fields, snake_case, one row per company	🌐 Three platforms in one call, priced as one company check 🃏 Public Open Graph cards, no login and no API key 🎚️ platforms input to skip the networks you do not need ⬇️ Export to JSON, CSV, Excel, HTML or XML

Bought by consumer brand and retail sellers, agency new business teams, and influencer platforms sizing brand audiences across the Meta family in one row.

🚫 This is not a post, ad or comment scraper. It returns account level presence and counts. For a company's advertising, that is a different question and a different dataset entirely.

💡 Why use Instagram Threads Facebook Brand Presence Mapper?

Threads costs you nothing extra here, and that is a measurement rather than a claim. Threads handles are Instagram handles: 5 of 5 measured across stripe, figma, supabase, shopify and hubspot. And 0 of 14 B2B homepages declare a Threads link at all. So a standalone Threads tool has nothing to read and has to pay a web search to rediscover a handle this actor already holds. Once Instagram resolves, Threads is one string substitution.

It tells you which numbers are rounded. Instagram renders "3M". Threads renders "306.9K". Those are the platforms rounding, not us. Both the expanded integer and the platform's own string are on the row, plus a flag, so you know before you sum a column.

It tells you when Facebook refused. Meta serves a login wall to anonymous clients on Pages. This actor reports blocked, which means unknown. It does not report zero.

🧭 One user agent decision carries all three

Meta serves its own link preview crawler an Open Graph card and serves an anonymous browser a JavaScript shell with the counts stripped out. Measured on the same URLs on the same day: Instagram returns 718,863 bytes with "3M Followers, 1,832 Following, 3,707 Posts" to the crawler, and 612,000 bytes of empty shell to a browser.

So all three platforms are read from the card Meta publishes for previews. No login, no API key, no browser automation.

📋 What data can Instagram Threads Facebook Brand Presence Mapper extract?

Every row carries 31 flat fields. These are the ones a buyer actually filters and sorts on.

Field	Type	Meaning
degraded	boolean	True when this row could not be produced normally, for example the company site was unreachable and no discovery could run. A degraded row is never charged.
degradation_reason	string | null	Why the row is degraded, in plain words. Null on a normal row.
company_domain	string | null	The company domain this row is about, normalized. Null when only a handle or a name was supplied. This is the join key across the whole Mamba Labs fleet.
company_name	string | null	The company name as supplied or derived. Improves search accuracy and is what the identity gate matches against.
platforms_checked	integer | null	How many of the three Meta surfaces were requested and attempted on this row.
platforms_found	integer | null	How many of those resolved to a trustworthy account.
instagram_url	string | null	Canonical Instagram profile URL, or null when none was found.
instagram_handle	string | null	The resolved Instagram handle. This is also the Threads handle: 5 of 5 measured.
instagram_followers	integer | null	Follower count expanded from what Instagram renders. Instagram serves "3M", not the integer, so read instagram_followers_exact before summing.
instagram_followers_display	string | null	Exactly what Instagram rendered, for example "3M". Kept alongside the expanded number so you can always see what the platform actually said.
instagram_followers_exact	boolean | null	False whenever a K, M or B suffix was expanded, because the suffix is the rounding. True only when Instagram served every digit.
instagram_following	integer | null	How many accounts this account follows.
instagram_posts	integer | null	Post count on the account. Zero is a real answer and means a registered but unused account.
instagram_discovery	string | null	How the account was found: input_handle, homepage_sameas, homepage_link, search or pattern_guess.
instagram_status	string	ok, not_found, not_extractable, blocked, identity_mismatch, auth_failed or skipped.
threads_url	string | null	Canonical Threads profile URL. Derived from the Instagram handle at no extra discovery cost.
threads_handle	string | null	The Threads handle, which is the Instagram handle. Null when Instagram did not resolve, because a Threads guess with no Instagram behind it has no evidence at all.
threads_followers	integer | null	Follower count expanded from what Threads renders, for example "306.9K". Read threads_followers_exact before summing.
threads_followers_display	string | null	Exactly what Threads rendered, for example "306.9K".
threads_followers_exact	boolean | null	False whenever a suffix was expanded. True only when Threads served every digit.
threads_posts	integer | null	Number of threads posted on the account.
threads_status	string	ok, not_found, not_extractable, blocked, identity_mismatch, auth_failed or skipped. not_found here usually means the company has an Instagram account and never opened Threads, which is a real and common answer.
facebook_url	string | null	Canonical Facebook Page URL, or null when none was found. The URL is far more reliable than the count on this platform.
facebook_handle	string | null	The Page handle or vanity path.
facebook_followers	integer | null	Follower count where Meta served one. Frequently null: Meta serves a login interstitial to anonymous clients and blocks aggressively. Read facebook_status first.
facebook_followers_display	string | null	Exactly what Facebook rendered, where it rendered anything.
facebook_followers_exact	boolean | null	False whenever a suffix was expanded. True only when Facebook served every digit.
facebook_likes	integer | null	Page likes where served. Distinct from followers on a modern Page.
facebook_discovery	string | null	How the Page was found: input_handle, homepage_sameas, homepage_link, search or pattern_guess.
facebook_status	string	ok, not_found, not_extractable, blocked, identity_mismatch, auth_failed or skipped. blocked is the NORMAL answer here rather than an incident: Meta refuses anonymous clients on Pages most of the time.
run_date	string	ISO 8601 timestamp of this run. Social counts move, so a row without a date is a number with no shelf life.

⚠️ How to read these values. threads_handle is null whenever Instagram did not resolve. That is deliberate: the 5 of 5 evidence is about Instagram handles, and a Threads guess with no Instagram behind it would carry none of it.

🛠️ How to map a company's Meta presence

1. Put a company domain in company_domain.
2. Use platforms to pick which of the three you want. Dropping facebook is the common choice and it makes the run cheaper and faster.
3. If you already know the Instagram handle, put it in handle. That skips Instagram discovery and gives Threads its handle for free.
4. For a list, pass an array of objects.

🧪 Using it in Clay

Add an Enrichment > Apify column, pick this actor, map company_domain. All three platforms arrive as flat columns on one row, so you get Instagram, Threads and Facebook from a single credit rather than three.

For consumer brand qualification, instagram_followers plus threads_posts is a useful pair: a large Instagram account with zero Threads posts is a brand that has not moved yet.

💵 How much does it cost?

Pay per event. You are charged for output, never for input.

Event	Fires when	Price
company-checked	Once per company for which the discovery cascade completed and a non degraded row was produced, whether or not any Meta platform resolved. Does not fire on a degraded row, because on a degraded row the company site was never read and no presence was measured.	$0.0050
platform-resolved	Once per REQUESTED Meta platform whose candidate URL passed the identity gate. Fires on the validation work, not on a populated follower cell. A candidate dropped as an impersonator does not charge: the work was done and the answer is that there is no such profile. A platform the caller did not request never fires it.	$0.0030
follower-count-extracted	Once per Meta platform where a numeric follower count was read off the public Open Graph card. Does not fire on not_extractable, blocked, identity_mismatch or a URL only run. Facebook therefore often does not fire it, which is correct: it is the platform we most often cannot read.	$0.0025

💳 What you are billed for. platform-resolved fires per platform you REQUESTED and resolved, so a run limited to ["instagram","threads"] cannot bill you for Facebook.

A blocked Facebook fetch charges the resolution event, because the URL was found and validated, and does not charge the extraction event, because no number was returned.

What the same coverage costs bought a la carte: Bought separately at Store list prices: apify/instagram-profile-scraper $0.0026, apify/threads-profile-api-scraper $0.0050, apify/facebook-pages-scraper $0.0120, so $0.0196 for the three. Every one of them requires the handle or the page URL as input. This actor resolves all three from a domain, and it derives the Threads handle from the Instagram one for nothing, which is a step none of those three performs.

⌨️ Input

Field	Type	Required	Meaning
company_domain	string	no	Bare company domain, for example shopify.com. Supply this or a handle. With a domain the actor runs full discovery; with a handle it skips straight to the fetch.
company_name	string	no	Optional. Improves search accuracy and is what the identity gate checks a discovered profile against, so supplying it reduces wrong matches.
handle	string	no	Optional. The Instagram handle with or without the leading @. Supplying it skips Instagram discovery AND gives Threads its handle for free, because Threads handles are Instagram handles (5 of 5 measured).
platforms	array	no	Which of the three Meta surfaces to map. Default is all three. Dropping Facebook is the common choice: it is the least reliable of the three and it costs a fetch to find that out.
includeFollowerCounts	string	no	When "true" (default) the profile page is fetched and the counts are extracted. Set "false" to resolve the profile URL only, which is cheaper and needs no proxy. Sent as a string for Clay compatibility.
skipCache	string	no	When "false" (default) a successful lookup is cached for seven days and reused. Set "true" to force a fresh fetch. Sent as a string for Clay compatibility.

{
  "company_domain": "shopify.com",
  "company_name": "Shopify",
  "platforms": [
    "instagram",
    "threads",
    "facebook"
  ]
}

📤 Output

Exports to JSON, CSV, Excel, HTML or XML. One flat, snake_case row per company. No nested objects, so it drops straight into Clay, a spreadsheet or a warehouse table without a flattening step.

{
  "degraded": false,
  "degradation_reason": null,
  "company_domain": "notion.com",
  "company_name": "Notion",
  "platforms_checked": 1,
  "platforms_found": 1,
  "instagram_url": "https://www.instagram.com/notionhq/",
  "instagram_handle": "notionhq",
  "instagram_followers": 485000,
  "instagram_followers_display": "485K",
  "instagram_followers_exact": false,
  "instagram_following": 151,
  "instagram_posts": 350,
  "instagram_discovery": "homepage_link",
  "instagram_status": "ok",
  "threads_url": null,
  "threads_handle": null,
  "threads_followers": null,
  "threads_followers_display": null,
  "threads_followers_exact": null,
  "threads_posts": null,
  "threads_status": "skipped",
  "facebook_url": null,
  "facebook_handle": null,
  "facebook_followers": null,
  "facebook_followers_display": null,
  "facebook_followers_exact": null,
  "facebook_likes": null,
  "facebook_discovery": null,
  "facebook_status": "skipped",
  "run_date": "2026-08-22T12:47:41.744Z"
}

false versus null, and why the difference matters

false means we looked and the answer is no. null means we could not look, or the platform withheld it. They are never interchangeable in this output. If you filter for companies with no presence on this platform, filter on false, because null rows are unknown rather than absent and including them will overstate your list.

💡 Tips

• Drop Facebook unless you need it. It is the least reliable of the three and it costs a fetch to discover that.
• Read the _display columns. "3M" tells you more about the precision of the number than 3000000 does.
• A big Instagram with no Threads is a signal, not a gap. It usually means the brand has not adopted the newer network.
• Supply the Instagram handle when you have it. It pays for itself twice, once on Instagram and once on Threads.

⚠️ Known limits

• Instagram, Threads and Facebook all round their counts. There is no exact figure on the card for a large account. The _exact flags mark every row where that applies.
• Facebook is best effort and frequently blocked. Meta serves a 427 KB login interstitial to anonymous clients and blocks aggressively. This is a known, measured, carried across ceiling: a previous Mamba Labs actor recorded 590 upstream failures on this exact path and makes one bounded attempt because retry does not recover. Expect blocked, and read the URL, which is reliable.
• No posts, comments, reels, stories or engagement. Account level presence and counts only.
• A private Instagram account still returns a card with counts, but no content. That is Instagram's behavior, not ours.
• Follower counts are a public vanity metric, a proxy for reach rather than a measurement of it.

❓ FAQ

Why is Facebook so often blocked when Instagram works? Meta treats Pages differently from Instagram profiles for anonymous clients. Pages get a login interstitial. This is Meta's choice and no logged out tool gets around it reliably.

How can Threads be free? Because its handle is the Instagram handle, measured 5 of 5. Once Instagram resolves there is no discovery left to do, only one fetch.

Why are Instagram counts rounded? Instagram renders "3M" on the card. The exact number is not on the wire. instagram_followers_display shows you exactly what the platform said.

Can I get just Instagram? Yes. Set platforms to ["instagram"]. You are then billed for one platform, not three.

Does this need a login or an API key? No.

🧩 Want other GTM data?

Mamba Labs builds a fleet of GTM enrichment actors that share one flat, Clay-ready output convention, so their rows join on company_domain with no cleaning step:

🕵️ Agent Accessibility Auditor	🤖 AI Tooling Detector
📡 B2B Buying Signals Aggregator	🚀 Prospect Engine
📝 Publishing Frequency Tracker	🦋 Bluesky Brand Presence Mapper
⏩ Sequencer Lead Push	🔄 Company Change-Event Feed
📇 Company Contact Details Extractor	🧭 Company Discovery List Builder
🏢 Company Firmographic Enricher	🪪 Company Identity Resolver
🌐 Company Social Presence Mapper	🏷️ Contact Classifier
📬 Domain Deliverability Checker	🔗 Domain to LinkedIn URL Resolver
🛒 Ecommerce Platform Profiler	✉️ Work Email Waterfall Finder
🎪 Event Presence Index	💵 Funding Record and Filings
💰 Funding and Press Signal Scanner	🐙 GitHub Organization Signal Scanner
🧑‍💼 GTM Hiring Signal Scraper	📋 Job Posting Monitor
🧱 Tech Stack Detector	🎯 ICP Fit Scorer
🔑 Job Board Keyword Scanner	⚖️ Legal Entity Resolver
💼 LinkedIn Company Page Mapper	💬 LinkedIn Post Tracker and Comment Capture
📢 Meta Ad Library Monitor	📮 Outbound Stack Detector
📄 Page Finder and Extractor	👤 People Finder and Email Verifier
📌 Pinterest Brand Presence Mapper	🏛️ Government Contract Award Monitor
📅 Public Company Reporting Window Finder	👽 Reddit Brand and Mention Monitor
⭐ Trustpilot Reputation Enricher	👥 Team Page People Extractor
🎵 TikTok Brand Presence Mapper	📈 Website Traffic Rank Estimator
🏅 Workplace Program Detector	✖️ X Twitter Brand Presence Mapper
▶️ YouTube Channel Stats Extractor

Every actor in the suite takes a domain or a company and returns one flat row, so they stack in the same Clay table without reshaping anything.

🛠️ Need something custom built for you or your team? Tell us what you are trying to find and we will build it. Talk to Mamba Labs.

🆘 Support

Issues, field requests and bug reports: open an issue on the actor's Issues tab. Mamba Labs reads every one.

ℹ️ Sourcing and legal. Fields are read from the public Open Graph cards Meta serves to any unauthenticated visitor. Counts are public vanity metrics and Instagram rounds them above roughly ten thousand, which instagram_followers_exact marks. You are responsible for how you use the output.

Built by Mamba Labs.