Marketing & Growth

How to monitor brand mentions across social as CPG Founders

Marketing & GrowthFor CPG Founders3 apps11 steps~22 min to set up

You find out your hot sauce went viral on X because a friend texts you — not because you were watching. By then the post has 4,000 likes, a dozen people asking where to buy it, and three comments saying they couldn't find it at their local Whole Foods. You're monitoring this manually, which means checking X when you remember, losing the thread, and never connecting the spike in Shopify traffic to the tweet that caused it. You have no system, no archive, and no way to tell your retail buyer 'we generated 12,000 impressions last month from organic social' with actual receipts.

Build this on Starch → See the apps used

Marketing & GrowthFor CPG Founders3 apps11 steps~22 min to set up

Outcome

What you'll set up

A daily log of every X mention of your brand, SKU names, and founder handle — captured automatically via browser automation, no API key required

A weekly digest from Growth Analyst that connects your X mention spikes to Shopify traffic bumps and conversion changes, so you know which posts actually moved product

A searchable mention archive your team (or your retail buyer) can pull from when you need to tell the brand story with numbers

The Starch recipe

Apps, data, and prompts

The combination of Starch apps, the data sources they pull from, and the prompts you use to drive them.

Apps used

X Mentions Tracker Growth Analyst Knowledge Management

Data sources & config

X Mentions Tracker uses browser automation — Starch automates X through your browser, no API needed — to run daily mention searches and log results. Growth Analyst connects directly to PostHog (Starch syncs your PostHog data on a schedule) and Gmail to deliver your weekly digest. Knowledge Management connects to Notion (Starch syncs your Notion data on a schedule) to store the mention archive and make it searchable by your team.

Prompts to copy

Track daily mentions of '@HeatWaveHotSauce', 'Heat Wave Hot Sauce', and 'Heat Wave Original' on X. Log each mention with the author handle, follower count, post text, like count, and timestamp into a table. Flag any mention with over 500 likes for immediate Slack notification.

Every Monday morning, pull last week's X mention log and cross-reference it with my PostHog traffic data. Tell me which days had mention spikes, whether those spikes correlated with Shopify traffic increases, and which posts drove the most site visits. Surface the top 3 posts I should respond to or reshare this week.

Build a searchable mention archive that auto-categorizes posts by sentiment (positive, complaint, request to stock), product mentioned, and region based on the author's profile. Flag posts where customers say they can't find us in a specific city or retailer — I want to see those weekly.

Run these in Starch → or paste them into your favorite agent

Walkthrough

Step-by-step

1 Install the X Mentions Tracker app from the Starch App Store. It runs via browser automation — no X API key or developer account required.

2 Configure your search terms: your brand handle, your brand name in plain text, your top SKU names (e.g., 'Heat Wave Original', 'Heat Wave Reserve'), and any common misspellings you've seen in the wild.

3 Tell Starch what to capture per mention: author handle, follower count, post text, engagement counts (likes, reposts, replies), post URL, and timestamp. Ask it to flag any mention over a follower or engagement threshold you set.

4 Set the tracker to run daily and write results into a Starch table. This becomes your mention archive — every post, dated and logged, without you lifting a finger.

5 Install the Growth Analyst app. Connect it to PostHog from the integration catalog so it can query your site traffic and conversion data live when it builds your weekly digest.

6 Tell Growth Analyst to include a 'social spike' section in its weekly email: pull the X mention log from the past seven days, find the days with the highest mention volume, and check whether your Shopify or PostHog traffic was above baseline on those days.

7 Install Knowledge Management and connect it to Notion. Tell Starch to push each week's mention archive into a Notion database, auto-tagged by sentiment and product mentioned, so your team can search it.

8 Set up a custom automation: 'Any time a mention is flagged with 500+ likes, post the tweet URL and stats to our #brand-mentions Slack channel so the team sees it in real time.' Starch connects to Slack directly.

9 Build a retail-ready report surface. Tell Starch: 'Every quarter, generate a summary of our X mentions — total volume, average engagement per post, top posts by likes, and any posts where customers mentioned specific retailers or cities.' Export it as a shareable link for buyer conversations.

10 Review the weekly digest every Monday. Growth Analyst will surface the three posts that drove the most measurable traffic and suggest whether to reshare, respond, or run a paid boost on any of them.

11 Use the 'can't find us' flag to build a city-level demand map. If 40 people in Austin tweet that they can't find your sauce, that's a pitch to a regional distributor — pull the archive filter and screenshot it for the deck.

See this running on Starch

Connect your tools, describe what you want, and the agent builds it. Closed beta is free.

Try it on Starch →

Worked example

Heat Wave Hot Sauce — Week of March 10, 2026

Sample numbers from a real run

Total X mentions logged	147
Mentions flagged (500+ likes)	3
Mentions categorized 'can't find in store'	19
Shopify sessions on March 12 (spike day)	4,200
Shopify sessions baseline (prior 4-week avg)	1,100
Conversion rate on spike day	3.8
Conversion rate baseline	2.1

On March 12, a food creator with 180,000 followers posted a reel on X featuring Heat Wave Original in a hot chicken recipe. The X Mentions Tracker caught it the same morning — flagged for high engagement — and posted the URL to Slack. By the time the founder saw it, the post had 6,200 likes. Growth Analyst's Monday digest connected the dots: March 12 had 4,200 Shopify sessions against a 1,100-session baseline, and conversion rate jumped from 2.1% to 3.8%, suggesting buyers were arriving with high intent. The mention archive also surfaced 19 posts that week where customers said they couldn't find Heat Wave at their local store — 11 of those were in Denver. The founder used that export in a pitch meeting with a Rocky Mountain distributor the following Thursday.

Measurement

How you'll know it's working

Weekly mention volume by SKU name (to see which products get organic word-of-mouth vs. just the brand)

Share of mentions flagged as 'can't find in store' — a leading indicator of retail distribution gaps

Correlation between high-engagement mention days and Shopify traffic spikes (measure whether social is actually driving DTC revenue)

City-level mention concentration — which metros are talking about you most, with no retail presence yet

Response rate to flagged mentions — how quickly you or your team followed up on high-reach posts

Comparison

What this replaces

The other ways teams handle this today, and how the Starch version compares.

Mention.com or Brand24

Solid for volume monitoring but adds another monthly subscription, doesn't connect to your Shopify or PostHog traffic data, and can't automate a response workflow or push findings into your team's Slack without manual export.

Hootsuite or Sprout Social

Built for social media managers running scheduled content — overkill and expensive for a CPG founder who just needs mention capture plus a weekly traffic-correlation digest.

Manual X search + spreadsheet

Free and already what most founders do, but you miss mentions while you're heads-down on production, lose the historical record, and can never show a buyer actual engagement data without rebuilding it from scratch.

X's native notifications

Only catches direct @mentions, not brand-name mentions from accounts that don't tag you — which is most of them for a CPG brand people talk about by product name, not handle.

On Starch RECOMMENDED

One platform — x mentions tracker, growth analyst, knowledge management all running on connected data. Setup in plain English; numbers stay current via scheduled syncs and live agent queries.

Try it on Starch →

FAQ

Frequently asked questions

Does this require an X developer account or API access?

No. Starch automates X through your browser — no API key, no developer application, no X Premium requirement. The browser automation approach means it works the same way a human would manually search X, just on a daily schedule without you having to do it.

Will it catch mentions where someone uses my product name but doesn't tag my handle?

Yes. You define the search terms, not just the @handle. If people are posting 'just put Heat Wave Original on my eggs' without tagging you, those show up as long as the text matches your search terms. Most organic CPG chatter doesn't include a tag — this is exactly the gap a handle-only notification system misses.

Can I track mentions of competitor brands too?

Yes. Tell Starch to run the same daily search for competitor names or SKUs and log them into a separate table. You can then ask Growth Analyst to compare your mention volume against theirs week over week.

What if a post is in a language other than English?

The browser automation captures the raw post text as-is. The AI extraction can read and categorize posts in most major languages. If your brand is getting mentioned in Spanish-language food communities, it'll log those — you'd just want to tell Starch how you want non-English posts tagged.

Is my mention data stored somewhere I can share with a retail buyer or investor?

Yes. The Knowledge Management app pushes your mention archive into Notion (Starch syncs your Notion data on a schedule), where it's searchable and shareable. You can also ask Starch to generate a quarterly summary report with total volume, top posts, and city-level breakdown that you can drop into a buyer pitch deck.

Does Starch connect directly to Shopify so Growth Analyst can correlate mentions to sales?

Shopify is reachable from Starch's integration catalog — the agent queries it live. For the tightest traffic-to-revenue correlation, connecting PostHog is the most direct path since Growth Analyst is built around PostHog traffic and conversion data. You can also tell Starch to pull Shopify order data on spike days for a manual sanity check.

Is Starch SOC 2 certified? I'm sharing brand and sales data here.

Not yet — Starch is not currently SOC 2 Type II certified. If that's a hard requirement for your business, it's worth knowing upfront. For most early-stage CPG founders this isn't a blocker, but we'd rather you know than find out later.