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Social Media Analytics: Insights, Reports and Best Time to Post

Updated October 27, 2026 · Multi Post Social guide

What social media analytics cover, and what they do not

Every network has its own insights tab, with its own names for the same ideas and its own date ranges. Social media analytics in one tool exist to put those tabs side by side: the same metric names, the same date range, the same chart style, for Instagram, LinkedIn, X, TikTok and the rest. Multi Post Social collects the numbers through the same tokens that publish your posts, stores them, and lets you look back as far as your plan allows: 30 days on the free plan, unlimited history on paid plans.

What analytics do not cover is anything a network does not share. Some networks give reach, some only impressions; some share saves, some do not; follower demographics are available for business accounts on a few networks only. Where a number is missing, the screen shows a dash and a short note, not a guess. Analytics also cannot see what happens after a click leaves the network, unless you tag links with UTM parameters and read them in your web analytics.

The overview screen

The overview is the front page of social media analytics in Multi Post Social. It opens on the last 28 days for all channels. At the top sit four stat tiles: posts published, impressions, engagement rate and link clicks, each with a change against the previous period. Below them, a line chart shows impressions and engagements per day, with published posts marked as dots so you can see which post caused a spike. A channel breakdown table follows, then the top posts of the period.

Change the date range with presets, 7, 28 or 90 days, or pick custom dates. Filter to one channel, one tag or one author. Tags are the quiet hero of social media analytics: when every post carries a tag such as Tips, Launch or Community, the overview can tell you which kind of content earns saves and which earns clicks, and the next week plans itself.

Metric definitions used in Multi Post Social

Names differ between networks, so the product uses one vocabulary everywhere and maps each network's field to it. The definitions below are the ones used on every screen and in every report.

Engagement rate is shown per impression by default. Some teams prefer per follower; switch it in Settings and every chart and report follows. Whichever you choose, keep it for the whole year so trends stay comparable.

Per-channel pages and top posts

Each connected channel has its own social media analytics page with the same layout as the overview plus network-specific extras: Instagram shows profile visits and Reels plays; YouTube shows watch time and average view duration; LinkedIn shows follower demographics by industry and job title for Pages; Pinterest shows outbound clicks and saves per Pin. A posts table lists everything published in the range with impressions, engagements, engagement rate, clicks and tags, sortable by any column.

The top posts panel ranks posts by the metric you choose. Hover a post to see it, click to open its detail view with a per-day chart of its first week, the exact posting time, the tags and the comments it earned. From the detail view you can requeue the post to a new slot or duplicate it to other channels, which is how evergreen content gets a second life without copying anything.

Best time to post, from your own history

The heat map shows seven days by 24 hours per channel. Each cell's color is the average engagement rate of posts published in that hour on that weekday over the chosen period. Darker cells mean your audience responded more. The model needs about ten posts in different hours before the map says anything useful; until then it shows a light grid with a note that more data is needed, rather than a generic study dressed up as your data.

Under the map, three suggested slots appear per weekday. Press Apply and they are added to the channel's posting schedule in the scheduler, leaving existing queued posts in place. Review the map monthly; audiences shift with seasons and time zones. If most of your audience is in another region, the map is shown in the channel's time zone, so the hours already match what they see.

Reports: PDF, CSV, branded and scheduled

Reports are social media analytics packaged for someone else. A report is a saved view: channels, date range, metrics and a few notes. Build one once, then export it as a PDF for people who read, or a CSV for people who build their own spreadsheets. On the Team plan you can add your logo and colors; on the Agency plan reports are white-label, with your client's name and none of ours. Any report can be scheduled to arrive by email on a weekday each week or month, so the Monday number is in a client's inbox before they ask.

Reports can include a comparison with the previous period, a top posts section with thumbnails, the best-time map, inbox response time from the inbox, and a short commentary field you write yourself. Good commentary is three lines: what changed, why we think so, what we will do next. The metrics that matter article has a template.

UTM tracking and clicks

Networks report clicks on a link; your website reports visits from that link only if the link carries UTM parameters. Turn on automatic UTM tagging in Settings and every link in a post gets source, medium, campaign and content tags: the network name, the word social, the tag or campaign you chose, and the post id. Your web analytics then show which network and which post brought the visit, and Multi Post Social shows network clicks next to it. The free UTM builder explains the naming rules if you prefer to tag links by hand.

Step by step: a fifteen-minute weekly review

1. Open the overview, last 7 days, all channels. Read the four tiles. Note which moved more than ten percent.
2. Look at the daily chart. Find the spike or the dip and click the dot to see which post caused it.
3. Sort top posts by saves, then by clicks. Saves tell you what was useful; clicks tell you what drove action. Write one line about each winner.
4. Filter by tag. Compare engagement rate across your content types. Plan next week with more of the type that earned engagement and fewer of the type that did not.
5. Check the best-time map for the channel with the most posts. Apply a suggested slot if it differs from your schedule.
6. Read inbox response time. If the median passed an hour, add a reminder to check the inbox at a fixed time.
7. Requeue one winner. From the top post detail, duplicate it to a new slot two weeks out or to a channel that did not get it.
8. Save the report. Export the PDF or let the schedule send it on Monday.

Common mistakes when reading social media analytics

Most teams do not lack data; they lack a habit of reading it well. These are the mistakes that show up most often in social media analytics reviews, and the small change that fixes each one.

Reading daily instead of weekly

Daily numbers swing with the weather, the news and which post happened to publish. A weekly view with a comparison to the previous week smooths most of the noise; a 28-day view shows the trend. Set the overview to 7 days for the Friday review and 28 days for the monthly report, and resist checking impressions on Tuesday afternoon.

Chasing impressions

Impressions are the easiest number to grow and the least useful on its own. A post can be shown to many people who scroll past. Engagement rate, saves and clicks tell you whether the content did something. In social media analytics, a smaller channel with a higher engagement rate is often the one worth more posts.

Comparing channels by raw numbers

A channel with ten thousand followers will always have more likes than one with a thousand. Compare engagement rate and click-through rate instead, over the same period and the same content tags. The channel breakdown table in Multi Post Social is built to make this comparison the default, not the exception.

Posting without tags

Untagged posts make social media analytics a list of numbers with no categories. Tag every post with its content type when you write it in the composer; thirty days later the tag filter will tell you which type earns saves and which earns clicks, and the next month's plan is half written.

Trusting the heat map too early

A best-time map built from six posts is a coin flip. Wait for about ten posts spread across different hours before applying a suggested slot, and review the map monthly rather than weekly. Audiences shift with seasons, school terms and time zones.

Reporting without a sentence

A report full of charts and empty of words makes the reader do the analysis. Three lines, what changed, why we think so, what we will do next, turn social media analytics into a decision. The commentary field in every report exists for exactly those three lines.

Forgetting the inbox

Response time is part of performance. Posts answered within an hour tend to reach further on most networks, and a complaint answered quickly rarely becomes a thread. Include median response time from the inbox in every report next to reach and engagement.

Benefits and limits

The benefit of unified social media analytics is time and honesty. Time, because one screen replaces six insight tabs with six vocabularies. Honesty, because the same definition is used everywhere, so a channel cannot look good only because its network counts differently. Tags and UTM turn a pile of numbers into answers about content types and campaigns, and reports stop being a Friday chore.

The limits are set by the networks. Some metrics are missing on some networks and will stay missing. Numbers can be revised by a network for a day or two after publishing, so the daily chart may shift slightly. History begins when you connect a channel; past posts are imported where the network allows, often the last 90 days. And analytics describe, they do not prescribe: a good month of numbers says what happened, not what will. Treat the heat map and the tag comparison as hints to test, not laws.

Analytics on your phone

Social media analytics on a phone should answer the quick question, not replace the desk review. The mobile app carries the overview tiles, the daily chart, the top posts and the channel pages. Swipe between channels, tap a post to see its first-week chart, and share a report link from the phone. The weekly report notification lands on Monday morning with the headline numbers in the notification itself, so a glance is enough on a busy day. Tables scroll inside their box, and charts switch to a compact view under 400 pixels wide.