LinkedIn ads, channel lift and B2B revenue

Attriboo vs Fibbler

Measure channel lift, warm leads and collected revenue—without paying $89+/mo just for LinkedIn-to-CRM matching.

Fibbler connects LinkedIn company engagement and companies visiting from Google and Meta ads to CRM pipeline and deals. Attriboo connects website visits, AI referrals, ad spend, channel lift, warm intent leads and collected payments—starting with an ongoing free tier.

Reviewed · By Jay Kang

Find your reporting fit

AttribooFibbler

Website visits.
Connected payments.

LinkedIn ads and CRM pipeline

Inside Attriboo · Sources
Which workflow fits your business?
Start with the reporting questionOpen the evaluation checklist
Follow the money. Choose the right workflow.

Your decision in three checks

  1. Check where revenue is recorded

    Collected payments (Stripe/Polar/Shopify) vs. CRM deal stages.

  2. Compare channel coverage

    Paid ads alone vs. Paid ads + AI search + organic + direct.

  3. Start without a $89+/mo commitment

    Start on the ongoing free plan. A qualifying badge can add one +10k monthly bonus per workspace and person after the 30-day and traffic checks.

Work through the difference

The short answer

When Should You Choose Attriboo or Fibbler?

Start with the decision your team needs to make. Then check the data, connections and service behind it.

Attriboo

Consider Attriboo When

  • You want Channel Lift (AOV, LTV and time-to-buy for touched vs. untouched buyers) alongside actual collected Stripe, Polar or Shopify payments.
  • You want AI search attribution (ChatGPT, Perplexity, Claude, Gemini) and AI crawler logs in the same place as Paid Ads.
  • You want an ongoing free plan (5,000 events/mo, with an optional +10,000/mo bonus after badge qualification) instead of starting at $89/mo.
Fibbler

Consider Fibbler When

Where Attriboo wins

Where Attriboo Goes Further Than Fibbler

These are the jobs where Attriboo goes further than Fibbler. Each one shows where to find it in the product, and links to Fibbler's own documentation for their side.

  1. See which AI answers send paying customers

    ChatGPT and Perplexity now send visitors, but most tools lump them in with referrals and stop at the visit.

    Attriboo

    Attriboo counts AI bot crawls on your pages, the visitors AI answers send, and the payments those visitors make, engine by engine.

    Fibbler

    Fibbler focuses on paid ad impressions and CRM deals. It doesn't document AI referral revenue by engine or AI crawler visit logging.

    Read Fibbler's product overview

    Where to find itDashboard → Where customers come from → AI search

    The full card lists every AI engine with its bot crawls, human visits, most-cited page and revenue. The outlined stages are enlarged below.

    Select the overview to open the full screenshot.

    Enlarged detail of the outlined area

    Example from the public demo: 8 AI bot crawls, 191 visitors from AI answers and $1.9k paid by 7 of them.
    1. AI bots reading your pages

      Server-side crawls by OAI-SearchBot, PerplexityBot, ClaudeBot and others, counted per page.

    2. Money paid by AI visitors

      Payments from people who arrived from ChatGPT, Perplexity, Claude, Gemini or Copilot.

  2. Revenue from your payment provider, refunds included

    A purchase event fired in the browser isn't the same as money in your account. Refunds and blocked scripts make the numbers drift.

    Attriboo

    Attriboo takes revenue from Stripe, Polar, Shopify, Paddle, PayPal, WooCommerce and Lemon Squeezy, subtracts refunds, and shows how many payments matched a visit.

    Fibbler

    Fibbler matches ad engagement to CRM pipeline and deals. It doesn't document direct Stripe, Polar or Shopify payment reconciliation with refund deductions.

    Read Fibbler's pricing and scope

    Where to find itDashboard → Summary → Payment match

    Net revenue comes from payment webhooks. Open Payment match to see how many orders link to a visitor, and which refunds were subtracted.

    Select the overview to open the full screenshot.

    Enlarged detail of the outlined area

    Example from the public demo: every payment is matched to a recorded visit, and refunds are taken off revenue.
    1. Every payment matched to a visit

      Shows how many orders from Stripe, Polar and others link to a recorded visitor, so you know what the report covers.

    2. Refunds come off automatically

      Refund webhooks subtract from revenue, so sources are credited with money you kept.

Choose the job first

Match Your Attribution Tool to How Customers Actually Buy

If your entire business runs on high-ticket sales-led deals where buyers never click LinkedIn ads and reps live inside HubSpot or Salesforce, Fibbler's CRM-first sync is purpose-built for that workflow.

If you sell self-serve SaaS, hybrid B2B, or products where buyers arrive from AI search, Google Ads, LinkedIn, and organic content before paying via Stripe, Polar, or Shopify, Attriboo connects the website activity it can record with supported payments, including source comparisons and warm visitor exports. Unmatched payments remain unattributed.

Check the requirements

Compare Attriboo and Fibbler for Your Workflow

Use the linked product guides to check the capability you need. A report, a model and an action sent to another platform are different parts of the workflow.

  • Starting price
  • Buyer groups and CRM outcomes
  • LinkedIn company impressions
  • Warm intent & sales signals
  • AI search & payment ledger
Read the detailed comparisonCapabilities, requirements and links to the source documentation
Attriboo and Fibbler reporting workflows
Your decisionAttribooFibbler
Starting priceAttriboo

Ongoing Free plan (5,000 monthly pageview and custom-goal events for one website, plus an optional +10,000/mo after badge qualification). Paid plans start at $5 a month for 10,000 events.

Read about starting price in Attriboo
Fibbler

Paid plans start around $89/mo for Growth, scaling with Unlimited, Agency and cross-channel add-ons.

Read Fibbler's starting price details
Buyer groups and CRM outcomesAttriboo

Channel lift compares observed AOV, LTV, repeat rate and recorded time-to-buy for touched and untouched buyers. These groups do not prove causal lift.

Read about buyer groups and crm outcomes in Attriboo
Fibbler

Connects company-level LinkedIn engagement to CRM pipeline and won deals. Check the report's revenue definition and company coverage before comparing results.

Read Fibbler's buyer groups and crm outcomes details
LinkedIn company impressionsAttriboo

Import LinkedIn Campaign Manager Company Engagement CSVs directly into your workspace ledger.

Read about linkedin company impressions in Attriboo
Fibbler

Syncs LinkedIn Ads API company impressions and engagements natively to CRM account records.

Read Fibbler's linkedin company impressions details
Warm intent & sales signalsAttriboo

Almost-buying lead feed with pricing/checkout intent scores, one-click sales briefs and CSV export.

Read about warm intent & sales signals in Attriboo
Fibbler

Detects ad-engaged companies without open deals and pushes intent signals to CRM and Slack.

Read Fibbler's warm intent & sales signals details
AI search & payment ledgerAttriboo

Tracks revenue per AI engine (ChatGPT, Perplexity, Claude, Gemini), AI crawlers, and collected Stripe/Polar/Shopify payments net of refunds.

Read about ai search & payment ledger in Attriboo
Fibbler

Focuses on paid ad-to-CRM pipeline matching rather than payment-processor cash reconciliation or AI crawler logs.

Read Fibbler's ai search & payment ledger details

This comparison uses the linked official product documentation. It does not claim a measured speed, accuracy or usability advantage.

Find it in the product

Compare Campaign Costs With Recorded Revenue

Review the campaign report to compare imported spend with revenue credited to tracked visits. Use the same website, reporting dates and currency when checking costs against your advertising reports.

Where to find itDashboard → Where customers come from → Revenue sources → View all → Ad ROAS

The overview shows the full report with the website, dates, Compare and Credit controls above it. The rows and columns that matter here are enlarged below.

Select the overview to open the full screenshot.

Enlarged detail of the outlined area

Example: compare campaign revenue credit and advertising cost within the same reporting scope before reviewing a budget.
  1. Read the purchase credit

    Order credit follows the Credit rule. It is not a count of new customers or proof that advertising caused the purchase.

  2. Check the advertising cost

    Confirm saved or imported spend covers your dates. Importing costs does not send conversions back to the ad platform.

For company-level research, review your LinkedIn snapshots separately. Exact company-domain matches with business buyers are research signals, not proof that an impression caused a payment.

Price your actual needs

Compare Attriboo and Fibbler Pricing Scope

Fibbler's pricing page lists paid plans starting around $89/month for Growth, with higher tiers for Unlimited and Agency workspaces. Confirm current CRM and ad-channel add-ons directly on their pricing page.

Attriboo includes 5,000 monthly pageview and custom-goal events for one website—plus one optional +10,000-event monthly badge bonus per workspace and person after a 30-day qualification period, with 15 active days and 100 visitors in the last 30 days—with paid tiers starting at $5 a month for 10,000 events.

Your recorded workload

Work Out Your Attriboo Allowance

Use pageviews and custom goals. Payments do not count as these events. Bot requests have a separate allowance. These inputs stay in your browser.

10,000 events / month$5 / month

Up to 10,000 monthly events. Billed monthly.

Review all allowances and terms

Compare the same measured workload with Fibbler's current plans. This calculator quotes Attriboo only; it does not estimate another vendor's bill or convert visitors into events. Attriboo's report window and view-specific capacity limits still apply.

One useful check

Test the Reporting Job on Your Own Website

Keep the first evaluation small enough to explain. Review the records behind one payment or campaign before moving an established reporting process.

  1. Verify your primary conversion event

    Choose whether you measure success by CRM deal creation or collected payment revenue net of refunds.

  2. Test LinkedIn Company CSV import

    Export your Company Engagement Report from LinkedIn Campaign Manager and upload it in Attriboo's CSV imports.

  3. Check AI assistant & developer access

    Attriboo includes MCP, REST API and CLI access out of the box on every workspace.

Use the installation guide for your website platform and the payment connection instructions for your checkout to start that check.

Your remaining questions

Before You Choose Attriboo or Fibbler

Use these answers to resolve the reporting, setup and switching questions that can change your decision.

When is Attriboo a better fit than Fibbler?

Choose Attriboo when you want payment-verified attribution (Stripe, Polar, Shopify), AI search and crawler analytics, Channel Lift, and warm lead exports starting on an ongoing free tier instead of $89+/mo.

Does Attriboo show touched vs. untouched Channel Lift like Fibbler?

Yes. Attriboo's Channel lift tab compares average order value, lifetime value, repeat-buyer rate and time-to-buy for buyers who touched each source against untouched buyers.

Can I bring LinkedIn Company Engagement data into Attriboo?

Yes. You can upload your exported LinkedIn Campaign Manager Company Engagement CSV directly inside Setup → Import CSV files to track company impressions and clicks in your workspace.

Does Attriboo have a free plan?

Yes. Attriboo includes 5,000 monthly pageview and custom-goal events for one website forever, and one qualifying badge can add +10,000 monthly events per workspace and person after 30 days and traffic checks (15 active days and 100 visitors in the last 30 days). A domain can earn the bonus for only one workspace.

Get Channel Lift, Warm Leads and AI Attribution Without the Enterprise Price Tag

Connect your website and payment provider in minutes. Start free, qualify for the optional monthly badge bonus, and compare the recorded sources associated with your sales.