Last quarter's numbers gone
The history was never stored.
Instagram analytics reporting for teams that report on social every week
Instagram analytics reporting automation that collects insights on a schedule, keeps the history Instagram does not, tells zero from no data and sends a weekly report your team can act on
Instagram Insights is a screen, not a record. The API keeps user-level metrics for up to 90 days, hides some metrics for accounts with fewer than 100 followers, and returns empty data instead of a zero when nothing is available. BoldBellows records the account, the metric and the date range before anything is requested, checks that the account's permissions still cover the metrics before each run, then requests the metrics you choose for each post and account on a schedule, stores every snapshot with its date, marks empty data as unavailable instead of zero and builds the weekly report, one account at a time because insights can only be read for a single user per request.
View Pricing
From $1,035, paid once. Automate Instagram analytics.
What we check before Analytics and Reporting hears from Instagram
- History kept snapshots outlive Instagram's window
- Empty is not zero no-data is recorded as such
- One report every account on one page
- Reasons noted changes come with a likely cause
- Plain-language notes Operators get notes written for operators, not developers
- Price by complexity starting at $1,035, rising only when you choose more branching or checks
01 · the vanishing-history problem
Screenshots of the Insights tab cannot answer how this quarter compares with last
Every Monday someone screenshots the Insights tab and pastes the numbers into a deck. Anything older than the window Instagram keeps is gone, a metric that shows as blank is typed as zero and drags the average down, and a small account that is under the follower threshold for some metrics looks as if it is failing. Reporting on three accounts takes half a day, and nobody can say why reach fell last month because the posts from that week were never recorded.
A blank counted as zero
No-data was not distinguished.
A small account looks broken
Thresholds were ignored.
- Whatever Instagram sends, analytics reporting receives
- Insights are copied by hand from screens
- Anything older than the window is lost
- The account, the media ID, the metric name and the period, kept in a metrics ledger ties the analytics reporting metric snapshot to the Instagram event
- Snapshots are stored on a schedule with their dates
- A weekly report reads from a history you own
02 · how it works
How Instagram insights become a history ledger and a weekly report
Events are filtered, keyed, searched and then written, with a record at each stage.
- 01
Receive, log, qualify
The event arrives from Instagram, is logged with its identifiers, and is qualified or set aside.
- 02
Read, store, mark
Each account's metrics are read on schedule, stored with the date, and any empty result is marked unavailable.
- 03
Compare, explain, deliver
This week is compared with the stored history, the likely drivers are noted, and the report is delivered.
Instagram and Analytics and Reporting facts the design relies on
90 days and 100 followers
Instagram keeps user-level insight metrics for up to 90 days, withholds some metrics from accounts with fewer than 100 followers and returns empty data rather than zero when nothing is available, so the route stores its own history and never reads empty as zero.
Ninety days and a hundred followers
Instagram keeps user-level insight metrics for up to 90 days, withholds some metrics from accounts with fewer than 100 followers and answers with empty data when nothing is available, so the route stores its own history and never reads empty as zero.
Handling timeouts
A timeout triggers a search of analytics reporting by the account, the media ID, the metric name and the period, kept in a metrics ledger, not another create.
03 · what ships in the build
Built-in safeguards and builders for Instagram to analytics reporting
Direct makes the route safe to run. Managed makes it complete. Watchful makes it last.
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Source state reader
Reads the current Instagram state behind the event so stale or partial notices are not acted on.
DirectStable identity ledger
Preserves the module, ID and time of each Instagram change against the Analytics and Reporting reference it created.
DirectRequired-field check
Stops an incomplete Instagram record before it produces a half-filled metric snapshot in analytics reporting.
DirectSnapshot and report writer
Reads insights on schedule, stores snapshots and builds the weekly report.
ManagedAccount-media-metric matcher
Gives every event one of four outcomes using the account, the media ID, the metric name and the period, kept in a metrics ledger: new, update, done or unclear.
ManagedMetric and threshold matrix
Chooses which metrics apply to which account types and follower counts.
ManagedHistory register
Compares state across Instagram and analytics reporting and ranks each gap by age.
WatchfulPermission and schema monitor
Flags a lost permission or a metric that Instagram changed or retired.
WatchfulOwnership map
Shows who is responsible for each class of exception between Instagram and analytics reporting.
Watchful04 · who it's for
Who uses this: nonprofits telling stories, all needing to collect Instagram insights on a schedule, keep the history Instagram does not, and send a report people actually read
Instagram shows you the last few weeks. Your team needs to see the whole year.
Social media manager
"Give me a report I do not have to build."
It arrives each Monday with the top posts and the changes.
Marketing director
"I need quarter-on-quarter."
Stored snapshots make long comparisons possible.
Agency account manager
"Several accounts, one format."
Every client report uses the same layout and its own data.
Analyst
"Do not average a blank as zero."
No-data is marked unavailable and left out of averages.
Founder
"What worked?"
The report names the posts that outperformed and why.
Client
"Show me proof."
Every number links to the stored snapshot it came from.
Budget is driven by metrics, snapshots and reports
Find the right analytics reporting package, see the price now
Start with the Direct package at $1,035 and stop adding when it fits.
View Pricing
- One setup fee
- Range shown first
- PDF handover included
05 · compare your options
Choose your route from Instagram to analytics reporting: screenshots of the Insights tab, zap or a snapshot-keeping reporting route
Each can read a number. Only one stores it and tells zero from no data.
| The first step | screenshots of the Insights tab | A marketplace connector for analytics reporting | BoldBellows and its snapshot-keeping reporting route |
|---|---|---|---|
| What starts the work | Word of mouth in the team | Every delivery attempt | An event admitted by rule, not by default |
| How identity is decided | A manual lookup each time | A field anyone can edit | Account, media and metric in a metrics ledger |
| What reaches analytics reporting | Anything that fits the form | A single-step write | One snapshot per metric and period, with no-data marked |
| After an uncertain result | Discovered at month end | Tries again without checking | Holds the case with evidence for an owner |
Old news arrives after new
Each event carries its own time, and the route applies it only if it is newer than what analytics reporting already shows.
A metric returns empty for a post on a small account
The result is recorded as unavailable with the reason, left out of averages and shown in the report as no data instead of zero. With the account, the media ID, the metric name and the period, kept in a metrics ledger the route can say whether the work is missing, done, off, or unclear, and it says so in the log. Matching and differing records are handled separately; only a missing one is created.
Choosing the account, the media ID, the metric name and the period, kept in a metrics ledger is step one; the field map and the branches are built on top of it.
Pricing
Build your Instagram to Analytics and Reporting price
Pick a package, answer three short questions about how Instagram data should reach Analytics and Reporting, and your price and turnaround move as you choose.
06 · process & getting started
Six steps from screenshots to a history you own
A short, repeatable process of six steps, ending in a launch review.
- Step 01
Choose the metrics
We agree which metrics, posts and accounts to track, how often to read them and what the report should answer.
- Step 02
Approve access
With Instagram Analytics and Reporting in place, we connect the two systems carefully, keeping access to what the agreed route requires.
- Step 03
Design the ledger and report
Ledger fields, retention, the report layout and the delivery schedule are agreed before the build.
- Step 04
Test what goes wrong
Duplicate deliveries, slow events, blank fields and denied permissions are run in a test copy of analytics reporting.
- Step 05
Launch with notes
The route is enabled from a fixed point in time and the PDF records every setting we chose.
- Step 06
Launch support
For a short period after launch we respond quickly to anything unexpected in the live route.
07 · turnaround
When each package goes live
Estimates run from approved access to handover, for this Instagram Analytics and Reporting service.
Direct
6 to 10 business days
Managed
10 to 16 business days
Watchful
16 to 24 business days
08 · before we start
Your part in the first week
Scoped Instagram access, approved by whoever administers it
Instagram professional accounts you manage with insights permission, and the metrics your team reports on today
Test records in Instagram for the acceptance runs
Names of the people who decide when an Instagram event is valid
Your rule for what to do when Instagram and analytics reporting disagree
A decision on whether history should be loaded or only new events
09 · security and ownership
A route that borrows access, never rewrites your tools
For Instagram Analytics and Reporting, we ask for the smallest access that makes the route work and record exactly what that is.
Reversible by design
Because nothing inside Instagram or analytics reporting is modified, switching the route off returns both tools to how they were.
Scoped, revocable access
Keys stay in your accounts, and their scope is listed for your auditors.
A purpose for every field
Each mapped field has a reason recorded beside it, so a later review can tell why it was sent.
Find first, write second
The route finds the metric snapshot through the account, the media ID, the metric name and the period, kept in a metrics ledger before choosing between create, update and leave alone.
Minimal logging
You can inspect exactly what is logged, and it contains no customer text.
Full handover
Your administrators receive a document they can follow without a briefing.
10 · verified reviews
What BoldBellows clients say
Verified reviews from business owners who use BoldBellows automations every day, from marketing and sales to support and operations.
AI Customer Journey Automation
We wanted a smoother path from first contact to purchase. BoldBellows built an AI system that guides each customer there automatically.
It sends personalized messages, recommends products and follows up at just the right moment. Customer retention has improved dramatically.
AI Data Entry & Reporting Automation
We used to spend hours collecting data and building weekly reports by hand. BoldBellows automated all of it.
The reports are clean, visual and easy to read, and our managers rely on them for quick decisions. Human error is gone and our numbers are more accurate across the board.
AI CRM Automation
Our CRM was barely used because updating it by hand was tedious. BoldBellows automated data entry, tagging, segmentation and follow-ups.
Now the CRM is always up to date and our campaigns are far more accurate. It improved our whole sales pipeline.
AI Voice Assistant
BoldBellows built a custom AI voice assistant for our customer hotline. It answers questions, books appointments and handles simple requests.
Customers love how fast it is, and our call-centre workload dropped dramatically. One of the smartest upgrades we’ve made.
AI Automation Partner
BoldBellows is hands-down the best AI automation partner we’ve worked with. Their systems are fast, reliable and built around how our business actually works.
Every automation they’ve delivered, from customer service to content, runs flawlessly. We’ve saved time, cut costs and grown faster than we expected.
AI Chatbot & Customer Support
BoldBellows built an AI support chatbot for our online boutique, and it has changed how we run the business. We used to have two full-time staff answering the same questions all day. Now the AI handles order tracking, product recommendations and even refund requests on its own.
What surprised me most is how natural it sounds. Customers compliment the ‘agent’ without realizing it’s AI. Our support workload dropped by 75% and customer satisfaction went up dramatically.
AI Content & Social Media Automation
Our marketing agency couldn’t keep up with content. BoldBellows set up an AI content engine that writes blog posts and captions and even designs our social media creatives.
It spots trends and suggests topics for us, so we stay ahead of competitors. We now produce three times the content with the same team, and engagement has soared. They didn’t just automate our workflow, they lifted our whole brand.
AI Lead Qualification & Sales Automation
Our sales team wasted hours chasing cold leads. BoldBellows built an AI lead-scoring system that reads behavior, email engagement and buying signals.
It filters out weak leads and sends personalized follow-ups automatically, so our team only talks to people who are ready to buy. Conversions rose 40% in the first month. It paid for itself straight away.
AI Video & Voice Automation
We publish product videos every week, and BoldBellows introduced us to AI video automation. The system writes the script, voices it and produces the finished video in minutes.
The quality is remarkable: professional voiceovers, clean visuals and smooth editing. Production time went from three days to under 30 minutes, and we scaled our video marketing without adding cost.
AI Email & Smart Inbox Management
Our inbox used to be chaos. BoldBellows built an AI email system that sorts messages, drafts replies and flags anything urgent.
It learns how we write and gets better every week. We reply faster and no longer miss important messages. It feels like having a personal assistant working around the clock.
AI Workflow Automation for Agencies
Running a digital agency with many clients was overwhelming. BoldBellows built one automation dashboard that tracks tasks, sends updates and creates client reports automatically.
Clients love the transparency and we love the time we get back. Productivity is up, and project delays have dropped to almost zero.
AI Booking & Scheduling Automation
Our coaching business needed a better way to schedule. BoldBellows automated all of it: bookings, reminders, cancellations and follow-ups.
No-shows fell by 60% and clients enjoy how smooth it is. It feels personal, not robotic. One of the best upgrades we’ve made.
AI Translation & Localisation
When we expanded abroad we needed fast, accurate translations. BoldBellows built an AI translation system that turns our content into several languages instantly.
The translations read naturally and suit each culture. We now serve customers in five new countries without hiring translators. BoldBellows helped us go global.
AI HR & Recruitment Automation
Our HR team was drowning in applications. BoldBellows automated screening, skills-based filtering and interview scheduling.
It saves us hours every week and means we only interview qualified people. Hiring is now faster, better organized and more professional.
AI Accounting & Invoice Automation
BoldBellows automated our whole invoicing process: creating invoices, sending reminders and tracking payments.
Late payments dropped sharply, and our accounting team finally has time for strategy instead of repetitive admin. Worth every penny.
AI E-commerce Listings Automation
BoldBellows automated our product listings. The AI writes descriptions, organizes photos and publishes listings across several marketplaces.
It even answers customer questions instantly. Our store looks more professional and sales have noticeably increased.
AI Document & Contract Automation
Onboarding was slow because we wrote every contract by hand. BoldBellows automated the lot: contracts, welcome emails and client setup.
What took 48 hours now takes under 10 minutes, and clients regularly tell us how professional it feels.
AI Social Comment & DM Automation
We get thousands of comments and messages every week. BoldBellows built an AI system that replies instantly, filters spam and surfaces the important ones.
Engagement is up and our page looks active around the clock. It’s like having a full social media team that never stops.
11 · questions
Instagram analytics and reporting: what social teams ask
Quick answers, no sales language, and a route to ask more.
Is an Instagram to Analytics and Reporting Zapier zap enough?
To get a weekly report on what worked, a connector will do. To keep history beyond Instagram's limits, tell zero from no data or report on many accounts at once, you need a designed route. Each of those is covered, tested and handed over in writing.
Why store history ourselves?
Instagram keeps user-level metrics for a limited time. Storing snapshots lets you compare quarters and years.
How is no data handled?
Instagram can return empty data instead of zero. The route records it as unavailable and excludes it from averages.
Which accounts can be reported on?
Professional accounts you manage. Insights are read for one account at a time.
What about small accounts?
Some metrics are withheld below 100 followers. The report states that instead of showing a misleading zero.
How often is data read?
As often as you choose, usually daily for recent posts and weekly for older ones.
Where does the report go?
With Instagram Analytics and Reporting in place, to email, Slack, a sheet or a dashboard, in the layout you approve.
Do I approve the Instagram mapping before you build?
Yes, in writing. The Instagram Analytics and Reporting field mapping service yields a reviewed table of fields, formats and rules that you approve before launch.
Can you automate Instagram data to Analytics and Reporting as a custom workflow?
Yes. Conditions such as region, product or threshold become a custom Instagram workflow for Analytics and Reporting. We advise as an Instagram Analytics and Reporting integration consultant would, from $1,035.
What if Analytics and Reporting changes its rules?
Work after the review window is scoped afresh.
Know what worked, with a record to prove it
Give your reports a history that outlasts Instagram's window
That is enough to scope how we automate Instagram data to Analytics and Reporting, priced from $1,035.
Edge cases beyond these packages are estimated separately, in writing.