I ran Audience Loop on two scrappy lists last week—a Shopify customer file + newsletter subs, and a mixed batch of event leads split between HubSpot and Google Sheets. It felt like handing the boring parts to a capable assistant and getting back something I could actually launch.
I pulled the sources in, let the AI agents clean/normalize/dedupe/validate emails, and used the column-level prompts to enforce “company-domain only” emails and add a quick “role seniority” field. Identity resolution mattered: after a second pass and tiny prompt tweaks, my custom audience match rates jumped (Meta 43% → 67%, Google 39% → 58% in my case). From there I synced to LinkedIn/Meta/Google for paid and exported a clean CSV for our email tool.
The “always-on loop” is where it clicked. I checked their in-app analytics for list quality and match rate, nudged a few inputs, re-enriched, and re-synced the same afternoon—no rebuilding. Downstream, our warmed lists behaved better: CPA dipped ~14% over two weeks and CTR ticked up ~9%. Bonus: it surfaced ~11% role/invalid emails I’d been dragging around, so suppressions got cleaner before they hurt deliverability.
It’s early, but it didn’t get in my way. I’d personally love simple alerts (e.g., “match rate dipped below X%”) and more destinations as they ship (TikTok/Reddit when ready). The free plan with credits was enough to trial it on a real segment without ceremony.
If you’re stuck between duct-taped spreadsheets and an overbuilt CDP, this is a practical middle path. My first “show me” audience: high-LTV repeat purchasers + recent webinar attendees, enriched for seniority, filtered to company domains, suppressed for role emails—then loop, tweak, and re-sync.
Audience Loop
MultiDrive
@abhi_yadav01 does it show when people leave the company or change the subject?
Audience Loop
@george_esther Totally agree – everyone debates creative and targeting while the actual list is a war zone. That’s the exact gap we built Audience Loop for.
On conflicts / incomplete records, we do a mix of confidence-based merging and user-readable rules:
Cluster + score: We normalize keys (email, phone, domain, IDs) and cluster rows that look like the same person/account. Each cluster gets a match confidence score (exact email > hashed > name+domain, etc.).
Rule-based merge in the sheet: You can set simple precedence like “CRM wins for name/title, Shopify for orders, events for last_seen” plus “only overwrite if blank” so enrichment fills gaps instead of trashing good fields.
Conflicts surfaced, not hidden: Low-confidence joins or disagreements show up as “conflict/needs review” columns, so you can eyeball and override instead of trusting a black box.
If you prefer to stay conservative, you can also run enrichment + grading without auto-merging and just keep sources separate. Happy to work with you closely on messier stuff beyond this beta.
Audience Loop
@george_esther Super well explained by Abhi. 🙌
And Esther, you nailed the pain point — most of the “performance unlock” really is in getting the audience data untangled before it ever hits Meta/Google. Excited to partner with you on any of those messy multi-source cases as we keep pushing this forward.
Audience Loop
Audience Loop
@german_merlo1 Absolutely, so one of the most popular use case is finding ICP or Look-alike or just creating a list from scratch so you can build it instead of enrichment. Thanks for your asking and checking this out.
Audience Loop
@german_merlo1 Absolutely! Starting from 0 leads works great. One of the most common use cases is actually generating an ICP or look-alike audience from scratch — so you can build your list even if nothing exists yet. Thanks for asking and giving this a look, Germán!
Agnes AI
Nice launch! Always painful to migrate contacts from one place to another - how does Audience Loop solve this?
Audience Loop
@cruise_chen Thanks for checking us out, So you can pull contact programmatically or just get via web-hooks or upload a file, It offers all the options for flexibility. Let us know how this goes?
Audience Loop
@cruise_chen @abhi_yadav01 100% Abhi and thanks for the question Cruise. Webhook in + integration out, your handy dandy two punch combo
Audience Loop
@cruise_chen Thanks for your comment and support.
Audience Loop
@aravind28 Thanks Aravind for your feedback. Yeah the goal is to keep audience list as live list, which also improves with every loop. Lot of more enhancement on these lines will follow
Audience Loop
@aravind28 Thanks so much for sharing this, Aravind! Really glad the analytics page is giving you that level of clarity. We’re continuing to refine things so each loop feels even more impactful.
Audience Loop
@aravind28 Thanks for your comment, Glad that you liked our Analytics Page .
I liked the onboarding, testing it already. Looking forward to see how it works with Tiktok. Good Luck with the launch!
Audience Loop
@vasilbo Thanks for your giving us a try and appreciate your shout out! Tiktok integration is in the roadmap/coming soon.
Audience Loop
@vasilbo Thanks for giving it a spin, Vasiliy! Glad the onboarding felt smooth. Excited for you to try it with TikTok as well — that integration is on the way. Appreciate the support!
Audience Loop
@vasilbo Thanks for your comment and support.
No-code for Enterprises
Terrific integration with @HubSpot with Audience Loop. Makes it really easy to assemble, enrich, and activate audiences — no GTM engineer required. 😀
Audience Loop
@chiefmartec Thanks so much for being an excellent advisor & Power user of Audience Loop, Yeah absolutely @Hubspot + Audience Loop is solid 🔥
Audience Loop
@chiefmartec Thanks so much, Scott — truly appreciate the shoutout and all your guidance along the way. 🙏
And haha yes… totally on brand with that satirical demo I posted — with Audience Loop you really don’t need a GTM engineer, forward-deployed engineer, or whatever new title gets invented next 😂
@HubSpot + Audience Loop is such a clean combo. 🔥
Audience Loop
@chiefmartec Thanks for your comment and your guidance.