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Advanced Attribution

Your customers don’t think in channels.

Adaptive follow-up questions turn “YouTube” into the influencer, show or ad behind the order.

Adaptive follow-up questions turn “YouTube” into the influencer, show or ad behind the order.

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Watch the 4-min demo ↓

Order #4821 confirmed
How did you hear about us?
Google searchYouTubeInstagramOther
Where on YouTube?
An influencerAn adA Short
Which influencer?
@emmachamberlain
@emmachamberlainYouTube
Emma ChamberlainPodcast
Credited to
@emmachamberlain
YouTube · Influencer
  • Skims logo
  • Thorne logo
  • Eight Sleep logo
  • Vuori logo
  • Bombas logo
  • Ruggable logo
  • Quince logo
  • Harry's logo
  • Ilia logo
  • Armra logo
  • Skims logo
  • Thorne logo
  • Eight Sleep logo
  • Vuori logo
  • Bombas logo
  • Ruggable logo
  • Quince logo
  • Harry's logo
  • Ilia logo
  • Armra logo
  • Skims logo
  • Thorne logo
  • Eight Sleep logo
  • Vuori logo
  • Bombas logo
  • Ruggable logo
  • Quince logo
  • Harry's logo
  • Ilia logo
  • Armra logo

3,000+

3,000+

3,000+

DTC brands trust Fairing

DTC brands trust Fairing

Five stars

5.0 (195 reviews)

5.0 (195 reviews)

on the Shopify App Store

on Shopify

G2 High Performer badge for Fairing

High Performer

High Performer

on G2

on G2

THE BREAKING POINT

A single-response survey stops at the channel.

A single-response survey stops at the channel.

A single-response survey stops at the channel.

How did you hear about us?
From a friend
YouTube
InstagramEnd of survey
TikTok
Podcast
What “Instagram” could mean
A paid Meta ad
An influencer’s post
Your own brand post
Customer UGC

Four different spend decisions. One vague answer.

Which show?

Which influencer?

Which AI tool?

Which show?

Which influencer?

Which AI tool?

Which show?

Which influencer?

Which AI tool?

Your flat survey can’t answer a single one.

Your flat survey can’t answer a single one.

49%

more complete placement-level responses in early live testing.

Same order volume, more signal

This month’s responses
Instagram1,340 responses
1,340?
YouTube980 responses
980?
A podcast620 responses
620?
TikTok420 responses
420?
AI recommendation240 responses
240?
Rows with a name you can act on
Example data
0 of 55 of 5

4 out of 5

4 out of 5

4 out of 5

brands we audited were missing a real investment from their survey entirely.

brands we audited were missing a real investment from their survey entirely.

THE SOLUTION

So we built Advanced Attribution.

So we built Advanced Attribution.

So we built Advanced Attribution.

Three updates to how our post-purchase attribution surveys work.

Three updates to how our post-purchase attribution surveys work.

Marketing attribution, built on your post-purchase survey.

Marketing attribution, built on your post-purchase survey.

Book a demo

49%

49%

49%

more complete placement-level responses in early live testing.

more complete placement-level responses in early live testing.

more complete placement-level responses in early live testing.

Same order volume, more signal

Same order volume, more signal

01

01

01

An adaptive question

An adaptive question

An adaptive question

A question that thinks like your customer, not your marketer.

A buyer’s first answer picks the follow-up they see.

What your buyer sees

How did you hear about us?

YouTube
Podcast
Streaming TV
AI recommendation

Which influencer?

emma
@emmachamberlain

What you set up

Mando logo
Mando logo

“We only get so far with ‘podcast’ as a response. Auto suggest has been huge, it gives us show-level insights we just couldn’t get before.”

“We only get so far with ‘podcast’ as a response. Auto suggest has been huge, it gives us show-level insights we just couldn’t get before.”

“We only get so far with ‘podcast’ as a response. Auto suggest has been huge, it gives us show-level insights we just couldn’t get before.”

Tom Herer

Senior Manager of Offline Performance Marketing, Mando

02

02

02

Response options that stay current

Response options that stay current

Response options that stay current

Your media plan changes. Your response options change with it.

Your media plan changes. Your response options change with it.

Your media plan changes. Your response options change with it.

Your media lists across partner platforms or Google Sheets sync into your survey every day.

Your media lists across partner platforms or Google Sheets sync into your survey every day.

Your media lists

Synced both ways

Your survey, kept current

Agentio logoSynced from Agentio

How did you hear about us? YouTube

Which influencer?

emma
@emmachamberlain
Credited to@emmachamberlainAnswer sent back to Agentio

Bring your media plan. We’ll map it to your survey.

Bring your media plan. We’ll map it to your survey.

Bring your media plan. We’ll map it to your survey.

Book a demo

Book a demo

03

03

03

A record you can spend against

A record you can spend against

A record you can spend against

Better data, higher fidelity. One record your whole stack can use.

Each answer is saved on the order as one record and sent to the tools your team uses.

One record on the order

Order #4821$84.00
Credited
Channel
YouTube
Placement
Influencer
Influencer
@emmachamberlain
List
Agentio logoAgentio Creator Roster

Watch the survey adapt.

Watch the survey adapt.

Watch the survey adapt.

Four minutes with Amalia, Product Manager at Fairing.

Four minutes with Amalia, Product Manager at Fairing.

A product video above three timestamped jump points: at one minute 23, dynamic questions go beyond broad channel-level responses, learning which ad, which influencer, which podcast; at two minutes 44, media lists sync to your survey response options, keeping them current; at three minutes 34, “Other” answers land on a real placement through type-ahead from synced lists, with exact matches recategorized automatically.

0:004:08
Read the transcript

Hello, I'm Amalia, a product manager at Fairing. Today, we're excited to introduce the biggest update to the "how did you hear about us" survey since the dawn of the internet.

The modern marketer's media mix is constantly evolving. Consumers are increasingly discovering brands through the channels that are the hardest to measure, creators, podcasts, connected TV, and more. Channels where there's no click, no effective pixel, or no event to track. That's a real problem the moment you're deciding whether to increase spend you can't prove is working.

We kept hearing the same thing from our users: they wanted to more effectively attribute revenue to those channels so they can make better decisions with their top-of-funnel budget. The problem was the survey tool built to answer that question was falling flat, literally. The single-response static survey at checkout that hadn't evolved in decades was leading to misattributed credit and muddled guidance, so we rebuilt it.

After spending months talking to our customers and analyzing over a billion HDYHAU (how did you hear about us) questions asked, we built the biggest update to post-purchase surveys ever. We reinvented our product around three key principles.

First, the survey should match how your customers think, not how the marketer thinks. In the old survey design, one flat list forced every customer to think in channels. They were asked whether they found you through a podcast, YouTube, or an influencer, and the exact channel and placement combination that worked was lost. In the new design, the survey adapts to how your customers actually experience discovering your brand: how they want to answer, not how the marketer wants to ask.

Let's say three different customers were influenced by the same podcast on YouTube. Customer one starts by selecting podcast and then selecting Huberman Lab. Customer two goes to YouTube first and then also selects Huberman Lab. Customer three selects "other" at the top level, starts typing "Huberman," and is also able to select Huberman Lab on YouTube. Three different customer survey response pathways, the same destination: the exact placement that drove the sale.

Ultimately, by flexibly accounting for different customers' mental models, we see brands get 49% more placement-level attribution, fundamentally changing ROAS and improving future allocation decisions.

Second, your survey response options shouldn't be static. They should be a living, breathing stream that autonomously syncs with your media plan. In the old survey design, keeping that list current meant someone manually adding every new podcast or creator by hand, usually after it had already launched, sometimes never. In the new design, the list keeps itself current. Now you can manage your response options in a centralized place where both your brand and your partners can contribute. We integrated directly with partners such as Agentio, Podscribe, and Vibe, so the moment a new placement goes live in your media plan, it's already an option in the survey. [Lists sync daily.]

So you can see Agentio pushed response options here, and when a customer goes to the front end and selects influencer, YouTube, et cetera, they'll see the options pushed by Agentio. Four out of five brands we audited had a real investment missing from their survey entirely. Now it's there automatically the moment you start spending.

Third, your survey shouldn't require manual work for higher fidelity. In the old survey design, cleaning up "other" responses was a manual job. Someone had to read through every write-in by hand to figure out which ones were actually a podcast or creator you already tracked. In the new design, the survey resolves those write-ins itself. The moment someone's answer matches a placement in your synced list, it's counted as that placement immediately, not stuck under "other" waiting to be read.

Customers are often misspelling the channel they attribute to their discovery, for example, misspelling "James Charles," and that submission now automatically gets categorized under YouTube in Fairing, where it belongs. [Automatic matching for misspelled write-ins is coming soon.]

The intention behind the HDYHAU survey hasn't changed: ask your customers, they know best. What's changed is the clarity, depth, and value of your customers' responses. The goal behind all three of these principles is the same. Make the marketer more efficient: better attribution, less manual work, and more time spent on the decisions that actually grow the business.

If you want to learn about how to get access to our Advanced Attribution product, book a demo below. We can't wait to show you what we've built.

Book a demo

The channels brands were under-crediting, in their own words.

The channels brands were under-crediting, in their own words.

The channels brands were under-crediting, in their own words.

“During the initial period trialing TikTok with limited spend … we were seeing up to 13% of Fairing survey respondents attributing TikTok as the channel that drove their purchase.”

Tanya Kaliszewski

Reporting and Insights Lead, The Oodie

Read the story
“In one of our programs, 65% of the conversions come directly from Fairing survey responses. Without that data, the [influencer] channel would look like it wasn’t working.”

Kaylan Kerbler

Senior Manager of Brand Partnerships, InfluenceLogic

Read the story
“…you can start to see where your audiences are collectivizing under a banner of different podcasts or content creators.”

Adam McNeil

VP of Marketing, ADOPTER Media

Read the story

Story 1 of 3

Know which placement earned the order before you renew it.

Know which placement earned the order before you renew it.

Know which placement earned the order before you renew it.

Book a demo

No survey rebuild. Our team sets it up with you.

Common questions.

Common questions.

Common questions.

How is Advanced Attribution different from a standard post-purchase survey?

A standard survey stops at the channel, like “YouTube.” Advanced Attribution adds an adaptive follow-up that asks for the influencer, show or ad, using response options synced from your media plan. Each answer is saved on the order.

Will a follow-up question lower my response rate?

A follow-up appears only after the answers you attach one to, like “YouTube” or “Podcast,” so a buyer who picks “Friend or family” is done in one tap. Type-ahead finds the name in a few keystrokes. Brands typically see 30% to 70% of buyers answer the survey.

Where do the response options come from?

From lists that sync daily from Podscribe for podcasts, Agentio for YouTube influencers, Vibe for TV channels, or Google Sheets for anything else. New placements become response options at the next sync.

What happens to write-in (“Other”) answers?

Type-ahead suggests names from your synced lists, so buyers can pick the exact influencer or show. A write-in that exactly matches a placement on your list is recategorized automatically. The rest stay in “Other,” where you can recategorize them in bulk. Matching for misspelled write-ins is coming soon.

Where can the survey data go?

Credited answers go back to Vibe, Podscribe and Agentio, so each partner’s reporting includes the orders credited to its placements. Your responses can also sync to your own data warehouse, like BigQuery, Snowflake or Redshift, and you can ask about them in Claude or ChatGPT through the Fairing MCP.

Does this replace my attribution tool or MMM?

It works alongside them. The survey adds what buyers remember, including channels that leave no click to track, as a second read before you renew or cut spend.

Do I need to rebuild my survey to switch?

No. Our team sets up the follow-up questions and connects your lists with you.