The best social media analytics tools, and what they cannot show you
Connect Instagram to a paid tool and it imports around two years of posts but only 90 days of follower history. Connect TikTok and you get 60 days. That gap is most of what you are paying for.
8 minute read
What you are actually buying
A third-party analytics tool does four things the native apps do not. It puts every platform in one view, so you can compare a Reel against a Short without opening two apps and two definitions. It keeps a memory longer than the platform's own retention window. It tracks accounts you do not own. And it produces a file — a PDF, a spreadsheet, a scheduled email — that someone else can read without a login. That is the whole proposition, and it is a real one. What it does not do is give you numbers the platform withholds. Every one of these products is a wrapper around the same public APIs, so the ceiling on what any of them can show you is set by Meta, TikTok and Google, not by the vendor's engineering.
The memory problem is the real reason to pay
The most persuasive argument for paying is the one vendors undersell: the platforms forget, and they forget unevenly. Sked Social publishes the per-network import windows it gets when you first connect an account, and the detail is worth knowing before you pick a tool. Instagram hands over roughly two years of posts and profile data, but only about six months of interactions and 90 days of follower history. TikTok gives about 60 days. LinkedIn about 180. Facebook Pages roughly two years. Stories, Sked states plainly, return nothing at all from before you connected. So a tool inherits whatever the API will hand back on day one and starts accruing its own record from there. If you want a year-on-year comparison next August, connect the accounts now rather than next July.
The price ladder is mostly history and competitor slots
Put three analytics-first products side by side and the same pattern appears: what the tiers sell is time and competitors, not features. Iconosquare's plans hold one year of data on Launch at €33 a month, two years on Scale at €69, and unlimited on Excel at €116 — the profile count stays at five throughout, while competitor tracking goes from unlisted to five per profile to unlimited. Socialinsider's three named tiers step through three, six and twelve months of historical posts, with profiles and seats rising alongside. Metricool's free plan stores 30 days of metrics and five competitor profiles; its paid tiers lift storage to unlimited and competitors to 100. Nobody is charging you for a prettier chart. They are charging for how far back you can look, and at how many accounts.
No tool can show you a Reels retention curve
Here is the limit that matters most if you make video, and no vendor advertises it. The retention curve — the report that tells you where people left rather than that they left — is exposed by only one of the three big platforms. YouTube's Analytics API returns it in full: the elapsedVideoTimeRatio dimension gives 100 data points from 1% to 100% of the video's length, paired with audienceWatchRatio and a relativeRetentionPerformance metric that compares a video against others of similar length. Instagram's API stops short of a curve. Meta added a reels skip rate in December 2025, the share who scrolled past inside three seconds, which describes the opening and nothing after it. Metricool's TikTok documentation lists a full-video-watched rate and average watch time, but no shape.
Competitor benchmarking runs on a thinner dataset
The competitor tab is the feature most often used to justify an upgrade, and it is working with much less than your own numbers. Metricool's documentation is unusually direct about why: it pulls organic public data only, and engagement for a competitor is calculated against follower count rather than reach, because reach is not a public metric and cannot be retrieved through the API. Interactions come back as an average per post across the period. The history is shallow too — you get a competitor's posts from the first of the previous month, and paid accounts can sync up to 300 posts from the moment you add them. Metricool's competitor coverage lists Facebook, Instagram, Threads, Bluesky and Twitch, with YouTube and X on paid plans. TikTok does not appear on it.
Exports, and which tier the document lives on
If the output is a file someone else reads, check what tier that file sits on before you commit. Buffer's paid plans export reports as CSV, PDF or markdown, but branded reports carrying your own logo appear only on Team. Metricool gates PDF and PowerPoint downloads behind any paid plan and puts the Looker Studio connector on Advanced alone. Socialinsider sells API access and Looker Studio access as separate $100-a-month add-ons on top of the plan price, which is worth adding in before you compare its headline against anyone else's. AgencyAnalytics takes a different shape entirely, charging per client dashboard at $20 per client per month on annual billing, with white-label branding and scheduled reports included rather than tiered.
Honest pricing, and why the numbers do not compare
The headline prices are not comparable, because the units are not. Sprout Social charges per seat: Essentials at $99 per seat monthly or $79 on annual billing with five profiles, Standard at $199, Professional at $299 — the tier where competitor, tag and paid insights unlock — and Advanced at $399, with Premium Analytics sold as a separate add-on above Standard. Hootsuite's plan cards no longer print a price at all; the FAQ on the same page gives Standard at $99, Professional at $199 and Advanced at $399 per user per month. Socialinsider's pricing geo-serves, and in August 2026 its entry tier showed $82 on the dollar page and €89 on the euro one. Count your seats and profiles first, because that number decides which model is cheapest.
Start free, and fix the supply problem instead
Two free tiers are good enough that most solo creators should start there and stay a while. Buffer's free plan carries 30 days of analytics history across three channels, and Metricool's carries 30 days plus five competitor profiles. Both are enough to run on until a history limit is genuinely blocking a decision, which for most people is months away. The more common bottleneck sits upstream of every dashboard: a retention curve on one clip a fortnight is an anecdote, and no amount of cross-platform reporting rescues a thin publishing schedule. That is the part FrameOS is built for — one long recording becomes a batch of captioned vertical clips in a single pass, so the analytics have a run of posts to read rather than a handful. 300 credits for 3 days · no card.
FAQ
Do I need a paid social media analytics tool?
Only when a native limit is actually blocking a decision. The usual triggers are three: you need history from further back than the platform kept, you report to someone who wants a file, or you manage more accounts than you can reasonably open by hand. Buffer and Metricool both offer free plans with 30 days of analytics, which is enough to run on until one of those becomes true.
Can analytics tools show a competitor's reach and impressions?
No. Metricool's competitor documentation states that reach is not a public metric and cannot be retrieved through the API, which is why competitor engagement gets calculated against follower count instead. Every tool on the market sits behind the same limit, whatever the marketing implies. You get public counts — followers, posts, likes, comments — and nothing that would require the account owner's permission.
Which analytics tool shows video retention curves?
For YouTube, any tool built on the YouTube Analytics API can, because Google exposes the retention report through the elapsedVideoTimeRatio dimension with 100 data points per video. For Instagram Reels and TikTok, none can. Both platforms draw a retention chart inside their own app but do not return the curve through their APIs, so it stays where you found it.
How far back does a new analytics tool import my data?
That depends on the platform rather than the tool. Sked Social publishes its import windows: roughly two years of Instagram posts but about six months of interactions and 90 days of followers, around 60 days for TikTok, about 180 days for LinkedIn, and nothing at all for Stories from before you connected. Connect early, because the record only accrues from that day forward.
Sources
- What data is available when I get started? · Sked Social
- Competitor Analysis · Metricool
- TikTok Metrics · Metricool
- YouTube Analytics API: Channel Reports · Google for Developers
- How Instagram's Updated Marketing API Metrics Work · Storrito
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