Social media analytics can sometimes feel confusing: some numbers are missing, some are estimated, and some look different from what you see in native apps.
That’s not because we don’t want to show them — it’s because each platform decides what data to share through their APIs.
Our platform connects directly to the official APIs of each social media platform, allowing us to collect accurate and secure data about your profiles and competitors.
This guide explains why some metrics aren’t available, how we handle missing data, and what you can do to get the most out of your Socialinsider projects.
You will discover:
Why these limitations exist
What an API is (in simple terms)
Which metrics are unavailable or estimated
How we handle missing data
What you can do to get the most complete insights
Why Do These Limitations Even Exist?
Social media platforms like Facebook, Instagram, LinkedIn, YouTube, TikTok, and Twitter/X decide what data they make available to third-party tools.
We use their official APIs — secure “bridges” between our app and the platforms — to collect data.
If the API provides a metric → we can show it ✅
Se l'API non fornisce una metrica → non possiamo accedervi ❌
Se l'API fornisce parzialmente una metrica → calcoliamo una stima 💡
Queste regole valgono per tutti gli strumenti di analytics di terze parti, non solo per i nostri.
Ecco perché le piattaforme social non condividono tutti i loro dati:
→ Privacy prima di tutto
Le piattaforme devono proteggere la privacy degli utenti. Non possono permettere agli strumenti di terze parti di accedere a informazioni personali, messaggi privati o dati dettagliati su chi visualizza.
È un requisito legale e una questione di fiducia con gli utenti.
→ Vantaggio competitivo
I tuoi insights sull'audience dettagliati, i dati di reach e le metriche di performance hanno grande valore per la business intelligence.
Le piattaforme mantengono l'esclusività per i proprietari degli account per preservare il loro vantaggio competitivo e incoraggiare l'uso diretto della piattaforma.
→ Strategia di business
Le piattaforme vogliono che tu usi i loro strumenti di native analytics e le loro piattaforme pubblicitarie.
Limitare l'accesso di terze parti ti incoraggia a trascorrere più tempo (e denaro) direttamente sulla loro piattaforma.
→ Risorse tecniche
Condividere dati costa denaro e risorse dei server. Le piattaforme limitano quanto e con quale frequenza gli strumenti di terze parti possono richiedere dati per gestire i costi di infrastruttura.
Cos'è un'API?
Pensa a un'API (Application Programming Interface) come a un ponte tra due sistemi:
Da un lato → la piattaforma social media (Facebook, Instagram, LinkedIn, ecc.)
Dall’altro lato → il nostro strumento di analytics.
Il ponte decide quali dati sono autorizzati a passare.
Se l’API di Instagram non “invia” i dati delle Instagram Stories per i concorrenti, nessuno strumento può mostrare quegli insights.
Se Facebook condivide i dati demografici dell’audience solo per gli account collegati, non possiamo accedervi per i concorrenti.
💡 Suggerimento: Collegare i tuoi profili ci autorizza a recuperare più dati direttamente dall’API.
Limitazioni attuali
Questa sezione suddivide le limitazioni attuali per piattaforma e tipo di profilo.
Metrica / Funzionalità | Account collegati | Profili concorrenti | Note |
Reach del post | ✅ Disponibile | ⚠️ Stimato | L’API limita i dati dei concorrenti |
Impressions del post | ✅ Disponibile | ⚠️ Stimato |
|
Page reach | ⚠️ Stimato | ⚠️ Stimato | Meta also estimates this metric |
Geographical distribution of fans | ✅ Disponibile | ❌ Non disponibile | Requires connection |
Language distribution | ✅ Disponibile | ❌ Non disponibile | Requires connection |
Fans losses and gains | ✅ Disponibile | ❌ Non disponibile | Requires connection |
Fan history | ⚠️ Stimato | ⚠️ Stimato | API limits the fan counts for dates in the past |
Followers count | ✅ Disponibile | ❌ Non disponibile | Requires connection |
Profili personali | ❌ Non supportato | ❌ Non supportato | Business Pages only |
Account Requirement: Third-party tools only support Facebook Business pages (personal profiles cannot be connected)
❗️Followers are people who follow a Facebook page, while fans are those who have liked a page. These are distinct metrics. Due to API limitations, follower numbers are only available for connected pages.
Metrica / Funzionalità | Account collegati | Profili concorrenti | Note |
Reach del post | ✅ Disponibile | ⚠️ Stimato | API provides reach only for connected accounts |
Post views | ✅ Disponibile | ⚠️ Stimato |
|
Post saves | ✅ Disponibile | ❌ Non disponibile | API provides saves only for connected accounts |
Stories insights | ✅ Disponibile | ❌ Non disponibile | Competitor Stories hidden by API |
Profile visits | ✅ Disponibile | ❌ Non disponibile | Gli insights completi richiedono la connessione |
Geographical distribution of followers | ✅ Disponibile | ❌ Non disponibile | Gli insights completi richiedono la connessione |
Lifetime followers by gender and age | ✅ Disponibile | ❌ Not available | Gli insights completi richiedono la connessione |
Followers gender | ✅ Disponibile | ❌ Not available | Full insights require connection |
Profile online followers | ✅ Disponibile | ❌ Not available | Full insights require connection |
Cronologia Followers | ⚠️ Stimato | ⚠️ Stimato | L'API limita il numero di Followers per le date passate. |
Personal profiles | ❌ Non supportato | ❌ Not supported | Only Business or Creator profiles supported |
Account Requirement: Third-party tools only support Instagram Business pages (personal profiles cannot be connected)
❗️To connect an Instagram account, it must be linked to a Facebook Business page.
Metrica / Funzionalità | Account collegati | Note |
Reach del post | ✅ Disponibile |
|
Impressions del post | ✅ Disponibile |
|
Total reach | ⚠️ Stimato |
|
Visualizzazioni video | ✅ Disponibile |
|
Audience insights (industry, company size of followers, job function of followers, etc.) | ✅ Disponibile |
|
Follower history | ⚠️ Stimato | API limits the follower counts for dates in the past |
Personal profiles | ❌ Not supported | Solo pagine aziendali |
Requisito dell'account: Gli strumenti di terze parti supportano solo le pagine aziendali LinkedIn (i profili personali non possono essere collegati).
👉 YouTube
Metrica / Funzionalità | Account collegati | Profili concorrenti | Note |
Visualizzatori totali per fascia d'età | ✅ Disponibile | ❌ Not available | Full insights require connection |
Visualizzatori totali per genere | ✅ Disponibile | ❌ Not available | Full insights require connection |
Impressions delle schede | ✅ Disponibile | ❌ Not available | Full insights require connection |
Post dislikes | ❌ Not available | ❌ Not available | YouTube no longer shares dislike counts |
Subscriber history | ⚠️ Stimato | ⚠️ Stimato | API limits the subscriber counts for dates in the past |
Note: YouTube's native analytics platform provides in-depth insights that typically aren't available through third-party tools.
👉 TikTok
Metrica / Funzionalità | Account collegati | Profili concorrenti | Note |
Follower history | ⚠️ Stimato | ⚠️ Stimato | API limits the follower counts for dates in the past |
Account Requirement: Third-party tools only support TikTok public profiles (private accounts cannot be connected or added to our platform)
👉 X (Twitter)
Metrica / Funzionalità | Account collegati | Profili concorrenti | Note |
Cronologia Tweet | ✅ Limitato | ✅ Limitato | X (Twitter) limita il numero di tweet che possiamo recuperare tramite la loro API. |
Impressions | ✅ Disponibile | ✅ Disponibile |
|
Reach | ❌ Not available | ❌ Not available | X(Twitter) non fornisce insights sul reach. |
Follower history | ⚠️ Stimato | ⚠️ Stimato | API limits the follower counts for dates in the past |
❗️Limiti al volume dei dati per X(Twitter):
La sfida: Le piattaforme limitano la quantità di contenuti storici a cui possiamo accedere, anche con le autorizzazioni necessarie.
Esempio: Se un profilo ha pubblicato centinaia di tweet nell'ultimo mese, possiamo accedere solo a un numero limitato di post che rientrano nelle restrizioni della piattaforma — simile a ciò che vedresti scorrendo il loro profilo.
👉 Limitazioni generali cross-platform
I dati storici dei follower sono limitati su tutte le piattaforme social a causa dei limiti delle API.
I conteggi dei follower per date passate non sono disponibili. Iniziamo a raccogliere i conteggi dei follower dal giorno in cui un profilo viene aggiunto per la prima volta alla piattaforma.
Questa limitazione si applica sia agli account collegati sia ai profili competitor.
Metrica/ Funzionalità | Account collegati | Profili concorrenti | Note |
Follower storici | ⚠️ Stimato per i dati passati | ⚠️ Stimato per i dati passati | La nostra AI ricostruisce i trend storici. |
Demografia del pubblico | ✅ Disponibile (in base alla piattaforma) | ❌ Not available | Per i competitor, le API non forniscono dati demografici. |
Personal profiles | ❌ Not supported | ❌ Not supported | Across Facebook, Instagram, and LinkedIn |
Special Cases & Data Nuances
Sometimes, data from APIs comes with hidden rules or extra context.
Here are a few important scenarios to know:
→ Why Total Reach Is Estimated
We collect post-level reach directly from the API whenever possible.
However, total page reach is not provided by platforms:
If the same person sees multiple posts, the API counts them each time at the post level.
For total reach, that person should only count once — but platforms don’t provide this unique reach metric.
That’s why we estimate total reach, using complex algorithms to avoid double-counting.
💡 Example: If John sees 3 of your posts, APIs count him 3 times in post reach, but in total page reach, he should count once.
→ Hidden Likes on Instagram
Instagram consente ai creator di nascondere il numero di like sui propri post.
Ecco come gestiamo la cosa:
Se un post parte con like pubblici → raccogliamo normalmente quei like.
Se il creator nasconde i like dopo → continuiamo a mostrare i like raccolti fino a quel momento.
Qualsiasi like ricevuto dopo che il conteggio diventa nascosto → non è disponibile tramite API.
💡 Esempio: Un post riceve 10 like mentre è pubblico → mostriamo quei 10.
If the creator hides likes afterward and gains 5 more likes, those 5 won’t appear in our reports.
→ YouTube Unlisted Content
We cannot gather information for private or unlisted YouTube videos, meaning we cannot access analytics for this content.
Differences in Formulas
Native apps and third-party tools typically use different calculation methods for the same metrics. This occurs due to API limitations or varying access to private versus public data.
Here are some of the differences:
Platform | Metric | Native Formula | Socialinsider Formula |
Engagement | reactions + saves + comments + shares | reaction + commenti + condivisioni | |
Engagement | likes + saves + comments + shares | like + commenti | |
Engagement Rate* | (clicks + reactions + comments + shares + follows) / impressions | (clicks + reactions + shares + comments) / impressions | |
YouTube | Engagement | likes + shares + comments | like + commenti |
TikTok | Engagement | likes + comments + saves + shares | like + commenti + condivisioni + salvataggi |
Engagement | likes + retweets + quotes + replies + clicks | like + reply + retweet + quote |
*LinkedIn Engagement Rate is typically calculated using impressions. Socialinsider provides this metric based on impressions, followers, and reach to accommodate different analytical needs.
Since clicks are a private metric, we also offer engagement calculations without clicks for more comprehensive analytics.
Our Solutions: How We Fill the Gaps
We work around missing data wherever possible by:
Estimating missing metrics → Reach, impressions, and post views for competitor profiles
For competitor profiles, metrics such as post views, impressions, and reach are not available via the API.
We provide estimated data for these metrics in the dashboard.
Reconstructing historical data → Our AI models estimate past follower counts for both own and competitors' accounts
Estimated data appears in your dashboard with a dashed line.
For example, below you can see that data for the beginning of April 2026 isn't available because the profile was added to the dashboard later (mid-April).
However, our estimation fills those gaps by providing estimated historical follower counts, giving you a more complete view of your account's growth trajectory over time.
When viewing the chart for later timeframes, the real data is clearly visible.
This occurs because the profile was added to our platform on April 18, 2026 - we only begin collecting insights from that point forward.
❗️Note: As you continue using our tool, the proportion of actual data will increase, gradually replacing estimates with real data.
Labeling estimated data → All calculated metrics are clearly marked in the dashboard
For example, the Total Reach metric on Facebook is clearly labeled as estimated in the dashboard - Meta itself also estimates this metric.
Constantly updating integrations → As APIs evolve, we adapt our data models and refresh metrics
Recently, Instagram implemented significant changes to its metrics system, and we've updated our platform accordingly to reflect these changes.
Instagram replaced Impressions with Views for all content types and removed profile action metrics from connected accounts (including website clicks, email contacts, phone call clicks, text message clicks, and get directions clicks).
Limitations We Cannot Control (Yet)
Some data is unavailable to any third-party analytics tool because APIs don’t provide it — this means that there are boundaries we simply cannot cross, no matter how advanced our technology becomes:
Instagram Stories insights → Only for connected accounts
Instagram hidden likes → Likes that are hidden are not accessible via the API (consequence: this means the total engagement calculation will not include them)
Instagram Collab posts insights → Insights are only available in the profile that created the original post
An Instagram Collab post is a single in-feed post or Reel that appears simultaneously on two or more users' profiles, sharing the same likes, comments, and engagement metrics.
More details about Instagram Collab posts
Facebook Stories insights → Not available through API
Audience insights → Language, geography, industry, company size, etc., are available only for connected accounts
LinkedIn video views → Only for connected accounts
Clic sui post LinkedIn → Solo per account collegati.
Profili personali → I profili personali di Facebook, Instagram e LinkedIn non sono supportati.
Storico tweet limitato → X (Twitter) limita quanti tweet possiamo recuperare tramite la loro API.
Cosa significa per la tua strategia
Ecco come ottenere gli insights più accurati:
Collega i tuoi account → Sblocca metriche complete, incluse Stories, video views e insights sull'audience.
Sappi quando i dati sono stimati → Reach, impressions e views stimate sono contrassegnate chiaramente.
Usa le dashboard native per maggior dettaglio → Consulta Facebook Insights, Instagram Creator Studio o LinkedIn Analytics per metriche non disponibili altrove.
Resta aggiornato → Aggiorniamo regolarmente le nostre integrazioni man mano che le API evolvono.
Nonostante queste limitazioni, usare uno strumento di terze parti offre vantaggi significativi. Anche quando alcune metriche non sono disponibili, Socialinsider ti aiuta a focalizzarti sugli insights strategici mostrando chiaramente cosa possiamo misurare:
Pattern di engagement per il tuo brand e i competitor.
Confronti di performance per tipo di contenuto.
posting frequency optimization
cross-platform performance for a brand
competitive content strategies
Domande frequenti
Domande frequenti
Q: Why can't I see my competitor's Instagram Stories analytics?
A: Instagram's API only provides Stories insights to account owners. No third-party tool can access competitor Stories data. This is due to Instagram's privacy policy, not a limitation of our tool. You can only view Stories analytics for your own connected Instagram business accounts.
Q: My follower count shows as "estimated" — is this accurate?
A: When you first add a profile, we can only track real follower counts from that moment forward. For historical data (prior to the profile's addition), we utilize AI to estimate past follower growth based on content performance and industry trends. These estimates show trends but aren't 100% precise. The longer a profile remains in our system, the more accurate the data we collect.
Q: Can you get analytics for personal Instagram/Facebook profiles?
A: Unfortunately, no. Facebook and Instagram's APIs don't allow third-party tools to connect to personal profiles — they only support business accounts. This is a platform policy we cannot change. To analyze your personal account, you would need to convert it to a business account.
Q: I've been added as a collaborator on another account's Instagram post. Will this appear in Socialinsider?
A: Yes, but only if you connected your Instagram account to Socialinsider.
If we're talking about a competitor account, then the Collab post is only available in Socialinsider for the Instagram profile that created and published the original post.
Q: Why can't I see all of a competitor's tweets from last year?
A: X (Twitter) limits how many tweets we can retrieve through their API — roughly the same amount you'd see scrolling through their profile. For accounts that post 100+ times daily, this means we might only have data from recent weeks, even though you have access to 12-month historical data for other accounts. This limitation affects all social media analytics tools.
Q: What does "estimated" mean exactly?
A: When we mark data as "estimated," it means:
The platform's API doesn't provide that exact metric
We use AI and algorithms to calculate an approximate value
The estimate is based on available data like engagement patterns, follower counts, and industry benchmarks
It's directionally accurate for trend analysis, but not precise enough for exact comparisons
Q: Will these limitations ever be removed?
A: Some limitations might improve over time, but we cannot control the native platform policies. In fact, some platforms are becoming increasingly restrictive (like Twitter's recent API changes), not less so. We continuously work to improve our estimation methods and adapt to any positive API changes.
Q: Why should I use your tool if there are so many limitations?
A: Even with limitations, third-party tools provide huge value:
Cross-platform analysis in one dashboard
Competitive insights (even if estimated) that platforms don't provide
Historical trend tracking over time
Reporting automatizzato e avvisi
Funzionalità di collaborazione del team.
Insights strategici oltre le metriche grezze.
❗️Ricorda: Ogni strumento di analytics è soggetto alle stesse limitazioni API.
D: Come faccio a sapere se i dati sono stimati o reali?
R: Contrassegniamo chiaramente tutte le metriche stimate nella nostra dashboard con indicatori visivi. Cerca:
⚠️ Icone di avviso accanto ai numeri stimati.
Etichette di testo "Stimato".
Stile diverso per i dati calcolati vs. forniti dall'API.
Tooltip che spiegano l'origine dei dati.
D: Posso ottenere dati storici se aggiorno il mio piano?
R: I dati storici dei follower non dipendono dai limiti del piano — dipendono dalle restrizioni dell'API. Nessun livello di piano può accedere ai conteggi storici dei follower precedenti all'aggiunta di un profilo alla nostra piattaforma. Tuttavia, le nostre stime AI sono disponibili in tutti i piani e migliorano nel tempo.
💡 Imposta aspettative realistiche
Le metriche stimate sono indicative, non misurazioni precise.
Competitor analysis focuses on strategy, not exact performance numbers
Historical data builds over time - the longer you use our tool, the richer your insights become
The Bigger Picture
These limitations aren't unique to our tool — they affect every social media analytics platform on the market. Our competitors operate within the same constraints.
What differentiates analytics tools:
Transparency about limitations and data quality
Innovation in working around restrictions with AI and estimation
User education about realistic expectations
Additional value beyond raw metrics (insights, recommendations, automation)
Successful social media management increasingly requires understanding these constraints and adapting strategies accordingly.
The Bottom Line
Social media analytics requires working strategically within data constraints rather than expecting unlimited access. The most successful marketers recognize these limitations and prioritize actionable insights over perfect metrics.
We're committed to transparency about our capabilities, continuously refining our estimation methods, and helping you make informed decisions with the available data.
Remember: Perfect data doesn't exist in social media analytics. Success comes from understanding the landscape, identifying reliable trends and patterns, and making strategic decisions based on the best available information.
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