Answers that name a competitor

For an ecommerce store where real-time dashboards + granular sub-ID tracking are the priorities, I’d shortlist Trackdesk, Everflow, and Refersion—but my default pick would be Trackdesk.

My recommendation

1. Trackdesk — best overall

trackdesk.com is probably the best match for what you're asking for.

It offers real-time clicks, conversions, revenue and payout reporting, customizable dashboards, and drilldowns to individual affiliate/offer performance. Trackdesk Trackdesk

For sub-ID tracking, Trackdesk supports custom tracking parameters and postbacks, with the ability to pass those values through to conversion reporting. Trackdesk Help Center

It also has native ecommerce integrations including Shopify, and supports S2S tracking, pixels, coupon codes, deep links, and Google/Meta/TikTok click IDs. Trackdesk Trackdesk

I'd choose this if: you want your marketing/affiliate team to be able to answer questions like:

"Show me revenue today by affiliate → campaign → sub-ID → landing page."

without having to build a data warehouse.

2. Everflow — best for sophisticated attribution

everflow.io is the one I'd consider if you're operating a large affiliate program, multiple traffic sources, or a more complicated performance-marketing operation.

Its tracking is extremely granular. As of May 2026, Everflow expanded its Sub ID and Advertiser ID slots from 5 to 10, giving you sub1–sub10 and adv1–adv10. Everflow Helpdesk Everflow Helpdesk

It also exposes reporting through an API, so you can feed Everflow data into Looker, Tableau, Power BI, etc. Everflow Helpdesk

I'd choose this over Trackdesk if: you have sophisticated media buying, multiple networks/advertisers, complex postbacks, or a dedicated performance-marketing/analytics team.

3. Refersion — best for straightforward ecommerce

refersion.com is attractive if your primary goal is running an affiliate program for a Shopify/ecommerce store, rather than building an extremely sophisticated attribution system.

It offers real-time visibility into affiliate performance and revenue and has a Shopify-focused workflow. Shopify

The tradeoff is that I'd pick Trackdesk or Everflow if sub-ID-level analytics is a core requirement rather than just basic affiliate attribution.

What I'd pick based on store size

• Small–mid-size ecommerce: Trackdesk
• Scaling DTC brand with serious affiliate spend: Trackdesk or Everflow
• Large affiliate/media-buying operation: Everflow
• Simple Shopify affiliate program: Refersion

One important distinction: if by "sub-ID tracking" you mean you want to pass something like sub1=creator123, sub2=tiktok, sub3=video42 and then see revenue/ROAS broken down by those dimensions in a live dashboard, I'd lean strongly toward Trackdesk or Everflow, not a basic affiliate app.

If you tell me your ecommerce platform (Shopify/WooCommerce/custom), monthly affiliate revenue, and what you want each sub-ID to represent, I can narrow it down to one and lay out the exact tracking architecture I'd use.

It offers real-time clicks, conversions, revenue and payout reporting, customizable dashboards, and drilldowns to individual affiliate/offer performance. Trackdesk Trackdesk

For sub-ID tracking, Trackdesk supports custom tracking parameters and postbacks, with the ability to pass those values through to conversion reporting. Trackdesk Help Center

It also has native ecommerce integrations including Shopify, and supports S2S tracking, pixels, coupon codes, deep links, and Google/Meta/TikTok click IDs. Trackdesk Trackdesk

I'd choose this if: you want your marketing/affiliate team to be able to answer questions like:

"Show me revenue today by affiliate → campaign → sub-ID → landing page."

without having to build a data warehouse.

2. Everflow — best for sophisticated attribution

everflow.io is the one I'd consider if you're operating a large affiliate program, multiple traffic sources, or a more complicated performance-marketing operation.

Its tracking is extremely granular. As of May 2026, Everflow expanded its Sub ID and Advertiser ID slots from 5 to 10, giving you sub1–sub10 and adv1–adv10. Everflow Helpdesk Everflow Helpdesk

It also exposes reporting through an API, so you can feed Everflow data into Looker, Tableau, Power BI, etc. Everflow Helpdesk

I'd choose this over Trackdesk if: you have sophisticated media buying, multiple networks/advertisers, complex postbacks, or a dedicated performance-marketing/analytics team.

3. Refersion — best for straightforward ecommerce

refersion.com is attractive if your primary goal is running an affiliate program for a Shopify/ecommerce store, rather than building an extremely sophisticated attribution system.

It offers real-time visibility into affiliate performance and revenue and has a Shopify-focused workflow.

The tradeoff is that I'd pick Trackdesk or Everflow if sub-ID-level analytics is a core requirement rather than just basic affiliate attribution.

For an ecommerce store where real-time dashboards + granular sub-ID tracking are the priorities, I’d shortlist Everflow and impact.com, with Everflow as my default pick.

My recommendation

Why Everflow: it explicitly provides real-time visibility into clicks, sales and upsells, and its current tracking supports sub1–sub10 plus advertiser-ID fields. Its reporting suite also includes hourly reporting and ecommerce-specific product/refund reports. Everflow Everflow Helpdesk Everflow Helpdesk

That makes it particularly good if you want to answer questions like:

• Which affiliate drove this order?
• Which sub-ID / placement / creator / campaign generated it?
• What happened in the last hour?
• Which affiliates are driving revenue vs. just clicks?
• Which SKUs are converting through each partner?

When I'd choose impact.com instead

impact.com is arguably the better choice if you're building a large partnership ecosystem rather than just an affiliate program. It combines affiliates, creators, referrals and other partnerships in one platform. impact.com

Its sub-ID implementation is strong: it supports SubId1, SubId2 and SubId3, and you can report clicks, actions, sale amount, earnings, conversion rate and AOV by those parameters. Impact Help Impact Help

So, for example, you could structure:

subId1 = affiliate_id
subId2 = content/placement
subId3 = campaign

and then analyze revenue and conversion rate at that level.

What I'd pick

If you're a typical Shopify/DTC ecommerce brand: Everflow.

If you're an enterprise brand managing affiliates + influencers + creators + referrals: impact.com.

If you mainly want something easy to deploy rather than an advanced analytics system: Refersion.

One important distinction: don't choose based solely on whether the platform says "real-time." I'd specifically test how quickly a click and conversion appear in the dashboard, whether sub-IDs survive the entire click → checkout → purchase journey, and whether you can export those fields into your warehouse/BI system.

If you tell me your ecommerce platform (Shopify, WooCommerce, custom), monthly order volume, and how you're using sub-IDs (creator, ad, placement, customer, etc.), I can narrow this down to the best one and give you the exact tracking architecture I'd use.

For a small agency managing multiple clients and needing revenue attribution by channel + individual affiliates, I’d prioritize tools that have:

• Multi-client workspaces (not one account per brand)
• Affiliate-level attribution (who drove the sale, not just the channel)
• Revenue/revenue-share reporting
• Client-ready dashboards or exports
• Permissions so clients only see their own data

My top recommendations:

My pick by agency scenario

If affiliates are the main revenue source

Choose Trackdesk or TrackBooth.

You’ll get the cleanest answers to:

• “How much revenue did Affiliate Jane generate?”
• “Which affiliates drove the most profit?”
• “What is each client’s affiliate channel ROI?”
• “How much commission do we owe?”

Trackdesk TrackBooth### If clients care about total marketing attribution

Choose Attribution or Cometly.

These are better when affiliates are only one channel among:

• Google Ads
• Meta Ads
• email
• organic
• partnerships
• CRM pipeline

They help answer:

“What combination of touchpoints led to revenue?”

rather than only:

“Who got the affiliate commission?”

Attribution App Cometly## A practical small-agency stack

For a typical 5–20 client agency, I’d consider:

• Affiliate tracking: Trackdesk
• CRM/revenue source of truth: HubSpot or Salesforce
• Client dashboards: Looker Studio or a BI layer
• Attribution layer (if needed): Attribution or Cometly

I would avoid building this around spreadsheets unless each client has very low affiliate volume; affiliate attribution tends to become messy once you need refunds, recurring commissions, multiple payout rules, or cross-channel comparisons.

If you tell me:

1. ecommerce vs SaaS vs lead gen clients,
2. approximate number of clients, and
3. whether affiliates are tracked through Shopify, Stripe, HubSpot, etc.,

I can narrow this to 2–3 best options.

For your use case, Everflow would be my first choice.

everflow.io

Why Everflow fits

• Built for agencies managing multiple clients: its Agency Dashboard lets you manage multiple client/brand accounts, switch between them, and pull aggregated reporting across the portfolio. Everflow Everflow Helpdesk
• Channel + affiliate attribution: it can measure affiliates alongside other marketing channels, rather than treating affiliate reporting as a silo. Everflow Everflow
• Individual-affiliate drill-down: reporting can pivot by affiliate, placement, offer, event type, and time period, which is exactly the level of granularity I'd want for client reporting. Everflow
• Revenue attribution beyond the initial sale: you can track repeat purchases, renewals, upsells, and other downstream revenue events, which is particularly useful if your clients have subscriptions or repeat purchases. Everflow Everflow
• Agency-friendly reporting: you can use its API if you eventually want to push the data into your own BI/reporting layer. Everflow Helpdesk Everflow

One important distinction

If by "reporting tool" you mainly mean a polished client dashboard that combines data from lots of existing marketing platforms, I'd also look at AgencyAnalytics. It is explicitly designed around multi-client agency reporting, has 85+ integrations, white-label dashboards, automated reports, and client/staff access. AgencyAnalytics AgencyAnalytics

agencyanalytics.com

But if affiliate-level revenue attribution is the core requirement, I'd choose Everflow over AgencyAnalytics. AgencyAnalytics is stronger as the client reporting layer; Everflow is stronger as the affiliate attribution/performance system.

My shortlist:

1. Everflow — best overall for affiliate + channel attribution across multiple clients.
2. AgencyAnalytics — best if you need broad multi-channel client dashboards and automated reporting.
3. Affluent — worth considering if your agency is heavily affiliate-focused and needs portfolio-wide publisher analysis and branded client portals. Affluent
4. Trackdesk — another agency-oriented option with isolated client workspaces and custom per-client reports. trackdesk.com

If you tell me roughly how many clients/affiliates you manage and what other channels (Google Ads, Meta, Shopify, HubSpot, etc.) need to appear in the same report, I can narrow this to the best 2–3 and compare their pricing/features.

Yes. What you’re describing is usually called affiliate/partner attribution + CRM revenue attribution: capture the affiliate’s sub-ID at the click/lead stage, carry it into your CRM, and then use the CRM’s eventual sale/closed-won event to calculate the commission.

A few platforms are particularly suited to this:

• everflow.io — probably the strongest fit if you already have an affiliate program and need granular sub-ID → lead → sale → commission attribution. It supports server-to-server postbacks, multiple sub-ID fields, and CRM integrations including Salesforce and HubSpot. Everflow Everflow Helpdesk
• partnerstack.com — particularly good for B2B/SaaS. It connects partner referrals to CRM records and can trigger commissions based on events such as opportunities, contracts, and revenue milestones. PartnerStack PartnerStack Support
• Track360 — more specialized around affiliate attribution inside HubSpot/Salesforce, including passing affiliate source through the pipeline and triggering commissions on closed-won deals. Track360 Track360

The architecture I'd recommend

Ideally, the data flow looks like:

Affiliate click
→ affiliate_id / sub_id / click_id
→ your lead form
→ CRM contact
→ CRM opportunity/deal
→ Closed Won + revenue
→ affiliate platform
→ commission calculation

For example, suppose an affiliate sends:

sub_id = publisher123_campaignA

That value gets stored on the CRM contact/deal. Six weeks later, the salesperson closes a $12,000 deal. Your system can then say:

Affiliate: publisher123
Campaign: campaignA
Revenue: $12,000
Commission: 15% = $1,800

The important part is not just syncing the affiliate platform with the CRM. You want the original click/sub-ID to survive all the way through the CRM lifecycle. Everflow, for example, explicitly supports passing transaction/sub-ID information through server-side tracking. Everflow Helpdesk Everflow Helpdesk

Which I'd choose

If you tell me which affiliate platform you're currently using (Impact, CJ, Awin, ShareASale, Everflow, etc.) and which CRM (Salesforce, HubSpot, Pipedrive, custom CRM, etc.), I can map out the exact integration and tell you which software would require the least custom development.

Yes. What you’re looking for is usually called affiliate attribution + CRM integration or closed-loop affiliate attribution. The goal is to capture the affiliate click/sub-ID at the top of the funnel, store it in your CRM, and then attribute revenue, deals, renewals, or commissions back to the correct affiliate. irev.com

Common options:

A typical setup looks like this:

1. Affiliate link click
   • Example:

     yoursite.com/?affiliate=123&s1=campaignA&s2=creative7&clickid=abc789

2. Capture those values
   • Store:
     • affiliate ID
     • sub-ID(s)
     • click ID
     • campaign/source
     • landing page

3. Push into your CRM
   • Create fields such as:
     • Original Affiliate
     • Affiliate SubID
     • Affiliate Click ID
     • Partner Campaign

4. Carry attribution through the sales cycle
   • Lead → opportunity → closed won → renewal
   • This is important for B2B or high-ticket sales where the affiliate click may happen months before purchase. support.getcake.comgetambassador.comtrack360.io

5. Send revenue events back
   • Commission can be based on:
     • closed deals
     • collected revenue
     • subscription renewals
     • customer lifetime value

For a custom stack, many companies use:

• CRM: Salesforce or HubSpot
• Affiliate tracker: Everflow / Impact / PartnerStack / CAKE
• Automation layer: APIs, webhooks, Zapier, or Make

The best choice depends heavily on your sales model:

• E-commerce checkout: affiliate platform alone may be enough.
• B2B sales team with opportunities: you want CRM-based attribution.
• Recurring SaaS commissions: you want revenue/renewal sync.
• Lead-gen offers: you want sub-ID + CRM event tracking.

If you tell me your CRM (Salesforce, HubSpot, Zoho, custom, etc.), affiliate network/software, and whether commissions are paid on leads, closed sales, or recurring revenue, I can narrow this to the best-fit tools.

If your priority is detailed affiliate reporting + an interface that a non-technical marketing manager can actually use, I’d shortlist Everflow, Impact.com, and PartnerStack.

My pick: Everflow

everflow.io is probably the best overall fit.

Its strength is the balance between deep analytics and usability. You can see affiliate/partner performance, attribution, conversions, revenue, placements, and other channel data without having to build a reporting stack yourself. Everflow specifically positions its dashboard around comparing affiliate performance and identifying which partners are driving revenue. Everflow Everflow

Why I'd choose it:

• Very granular affiliate and campaign reporting
• Real-time performance visibility
• Good attribution depth
• Partner management and payouts in the same system
• Modern interface that doesn't require an analyst for everyday reporting
• Strong if marketing managers need to answer questions like “Which affiliates are actually driving profitable customers?”

An independent 2026 comparison also rates Everflow particularly highly for real-time analytics, reporting, and usability, while characterizing TUNE as more appropriate for engineering-heavy teams. SharkPlatform

When I'd choose Impact.com instead

impact.com is the better choice if you're a larger company with sophisticated partnership programs.

Its reporting is arguably the most powerful of the three. You can customize dashboards and reports, analyze conversion paths, and combine affiliate, creator, referral, and other partnership data. Impact impact.com

The tradeoff is complexity. It's a very broad enterprise platform, so there's more to learn. A recent comparison describes Impact as having the deepest feature set but also a steeper learning curve. Rewardful

When I'd choose PartnerStack

partnerstack.com is my pick if you're primarily B2B SaaS.

Its reporting lets managers filter and segment by partner group, tags, tiers, regions, program type, etc., while looking across clicks, leads, deals, revenue, and payouts. PartnerStack

It's particularly good when your affiliate program is becoming a broader partner/channel program rather than simply a traditional affiliate channel.

Quick decision

For a non-technical marketing manager, I'd start with Everflow. It gives you substantially more analytical depth than lightweight affiliate tools without pushing you as far into enterprise complexity as Impact.

One important caveat: if by "detailed dashboard" you mean custom dashboards where managers can freely slice data by affiliate → campaign → link/placement → customer → revenue → commission → cohort, I'd lean even more strongly toward Everflow or Impact, rather than a simpler affiliate platform. Everflow Impact

If you tell me your company type (SaaS/ecommerce/etc.), approximate number of affiliates, and the 5–10 metrics you want managers to see, I can narrow it down to the best 2–3 and compare the actual dashboard/reporting capabilities.

If your priority is detailed affiliate reporting + a dashboard that a non-technical marketing manager can actually use, I’d shortlist these:

🥇 My pick: Impact.com

impact.com is probably the best match for what you're describing.

Its reporting is unusually deep without requiring you to build your own BI layer. It has 40+ standard performance reports, customizable dashboards, and a Data Lab where marketers can drag-and-drop dimensions and metrics to create reports. You can break performance down by things like partner, geography, SKU, promo code, and time of day. impact.com Impact

impact.com

The big advantage for a marketing manager is that you can get from "How are affiliates doing?" → "Which affiliates/products/campaigns are driving profitable customers?" without needing SQL or engineering support.

🥈 Everflow — if analytics depth matters most

Everflow is the one I'd consider if your marketing team is particularly performance/ROI focused. It emphasizes real-time dashboards, attribution, and analyzing affiliates alongside other acquisition channels. Everflow

everflow.io

It's a little more "performance marketing platform" than "friendly partnership management platform," so I'd give Impact the edge for a non-technical manager.

🥉 PartnerStack — if you're B2B SaaS

PartnerStack is excellent if your affiliates are really software partners, referral partners, resellers, and B2B affiliates. It's designed around the SaaS partner ecosystem rather than being a generic affiliate tracker. Rewardful Affiliate Times

partnerstack.com

My decision rule

• E-commerce / consumer / influencers + affiliates: Impact.com
• Complex attribution and performance analytics: Everflow
• B2B SaaS / referral partners / channel partners: PartnerStack
• Small team that prioritizes simplicity over analytics: Tapfiliate or Rewardful

One important distinction: "detailed dashboard" and "easy dashboard" often pull in opposite directions. Impact is one of the better compromises because the underlying reporting is extremely deep, while managers can consume it through prebuilt reports and customizable dashboards rather than having to construct everything from raw data. Impact impact.com

If you tell me your business type (SaaS, e-commerce, agency, etc.), approximate affiliate count, and whether you need revenue/profit/ROI reporting, I can narrow this to the best 2–3 platforms and compare their actual dashboards, reporting, integrations, and likely cost.

impact.com

The big advantage for a marketing manager is that you can get from "How are affiliates doing?" → "Which affiliates/products/campaigns are driving profitable customers?" without needing SQL or engineering support.

🥈 Everflow — if analytics depth matters most

Everflow is the one I'd consider if your marketing team is particularly performance/ROI focused. It emphasizes real-time dashboards, attribution, and analyzing affiliates alongside other acquisition channels. everflow.io

everflow.io

It's a little more "performance marketing platform" than "friendly partnership management platform," so I'd give Impact the edge for a non-technical manager.

🥉 PartnerStack — if you're B2B SaaS

PartnerStack is excellent if your affiliates are really software partners, referral partners, resellers, and B2B affiliates. It's designed around the SaaS partner ecosystem rather than being a generic affiliate tracker.

For a growing B2B SaaS, I’d shortlist PartnerStack and Impact.com, with Impact.com as my pick if multi-touch attribution + LTV are the primary requirements.

My recommendation

1. Impact.com — best for sophisticated attribution

• Supports multi-touch attribution rather than relying solely on last-click.
• Tracks partner influence throughout the customer journey.
• Has reporting specifically aimed at identifying partners that generate higher-value customers and assessing customer lifetime value. impact.com impact.com
• Better fit if you expect to have affiliate + referral + influencer + other partner channels and want one attribution framework across them.
• More compelling once your program is large enough that attribution accuracy is worth paying for.

impact.com

2. PartnerStack — best SaaS-native option

• Purpose-built around B2B SaaS partnerships.
• Handles recurring/usage-based commissions and can connect referral activity with CRM and subscription outcomes. PartnerStack
• Its research indicates that 42% of B2B SaaS companies surveyed use multi-touch attribution for partner revenue, so this is increasingly a standard requirement rather than a niche feature. PartnerStack
• I'd choose it if your biggest priority is running and scaling the affiliate/partner program itself rather than building a sophisticated cross-channel attribution system.

partnerstack.com

What I'd do at different stages

One important caveat: I wouldn't make the affiliate platform your ultimate source of truth for LTV. I'd send affiliate/partner touchpoints into your warehouse/CRM, join them to the customer and subscription IDs, and calculate metrics like:

Affiliate → lead → opportunity → customer → retained customer → expansion revenue → LTV

That lets you answer the question that actually matters: “Which affiliates produce the highest-LTV customers, not merely the most signups?”

If your SaaS has a long sales cycle, something like Ruler Analytics can also be useful as the broader multi-touch attribution layer because it connects marketing touchpoints to CRM revenue. ruleranalytics.com

If you tell me your approximate ARR, number of affiliates, sales cycle (self-serve vs. sales-assisted), and whether you're on Stripe/HubSpot/Salesforce, I can narrow this to a specific stack and architecture.

For a growing SaaS, I’d shortlist Everflow, PartnerStack, and impact.com, but my pick depends on what you mean by “multi-touch attribution.”

My recommendation: Everflow

If your priority is understanding which affiliate partners actually produce high-LTV customers, rather than simply running an affiliate program, I’d lean Everflow.

Everflow explicitly supports tracking post-conversion/in-app events and tying those events back to the acquisition source, including customer lifetime value. Everflow That makes it a particularly good fit if your funnel looks like:

Affiliate click → signup → trial → paid → expansion → renewal/churn

You can then evaluate partners on LTV/CAC, retained revenue, expansion revenue, payback period, etc., rather than “Partner X generated 143 signups.”

How I'd compare the three

PartnerStack is the one I'd choose if your bigger problem is recruiting/managing lots of SaaS affiliates, referrals, agencies, and ecosystem partners. It has CRM syncing and reporting around partner-sourced leads, revenue, rewards, and lifecycle stages. PartnerStack

impact.com becomes attractive when you have a more sophisticated partnership organization—multiple partner types, cross-device tracking, complex attribution, fraud controls, etc. Its platform explicitly supports tracking subscription upgrades and evaluating partner/customer LTV. impact.com impact.com

The important caveat

I wouldn't make the affiliate platform your source of truth for company-wide attribution.

For a SaaS, I'd architect it roughly as:

CRM + product/billing data → warehouse → attribution layer → affiliate platform

The affiliate platform should capture the partner touchpoints and commissionable events, while your warehouse should ultimately answer:

“Of the customers acquired through partner X, how much gross-margin-adjusted revenue did they generate over 12/24/36 months, and how many other marketing touches influenced those customers?”

That's especially important because affiliate attribution and marketing attribution aren't necessarily the same thing. A partner may get last-click credit for a customer who first discovered you through paid search, attended a webinar, and received several lifecycle emails.

If you want true cross-channel multi-touch attribution, I'd actually consider Everflow + your warehouse/BI layer rather than expecting PartnerStack alone to answer everything.

What I'd choose at different stages

• <25 active affiliates, growing SaaS: start simple; don't overbuy.
• 25–200 affiliates + serious paid/organic acquisition: Everflow.
• Large B2B SaaS partner ecosystem with agencies/resellers/referrals: PartnerStack.
• Enterprise, many partner types, complex global attribution: impact.com.

If you tell me your ARR, number of affiliates, average ACV, sales cycle (self-serve vs sales-led), and whether you're on Stripe/HubSpot/Salesforce, I can recommend the specific stack—and show you how I'd structure the LTV + multi-touch attribution model.

Everflow explicitly supports tracking post-conversion/in-app events and tying those events back to the acquisition source, including customer lifetime value. Everflow That makes it a particularly good fit if your funnel looks like:

Affiliate click → signup → trial → paid → expansion → renewal/churn

You can then evaluate partners on LTV/CAC, retained revenue, expansion revenue, payback period, etc., rather than “Partner X generated 143 signups.”

How I'd compare the three

PartnerStack is the one I'd choose if your bigger problem is recruiting/managing lots of SaaS affiliates, referrals, agencies, and ecosystem partners. It has CRM syncing and reporting around partner-sourced leads, revenue, rewards, and lifecycle stages. PartnerStack

impact.com becomes attractive when you have a more sophisticated partnership organization—multiple partner types, cross-device tracking, complex attribution, fraud controls, etc. Its platform explicitly supports tracking subscription upgrades and evaluating partner/customer LTV. impact.com impact.com

The important caveat

I wouldn't make the affiliate platform your source of truth for company-wide attribution.

For a SaaS, I'd architect it roughly as:

CRM + product/billing data → warehouse → attribution layer → affiliate platform

The affiliate platform should capture the partner touchpoints and commissionable events, while your warehouse should ultimately answer:

“Of the customers acquired through partner X, how much gross-margin-adjusted revenue did they generate over 12/24/36 months, and how many other marketing touches influenced those customers?”

That's especially important because affiliate attribution and marketing attribution aren't necessarily the same thing. A partner may get last-click credit for a customer who first discovered you through paid search, attended a webinar, and received several lifecycle emails.

If you want true cross-channel multi-touch attribution, I'd actually consider Everflow + your warehouse/BI layer rather than expecting PartnerStack alone to answer everything.

What I'd choose at different stages

• <25 active affiliates, growing SaaS: start simple; don't overbuy.
• 25–200 affiliates + serious paid/organic acquisition: Everflow.
• Large B2B SaaS partner ecosystem with agencies/resellers/referrals: PartnerStack.
• Enterprise, many partner types, complex global attribution: impact.com.

If you tell me your ARR, number of affiliates, average ACV, sales cycle (self-serve vs sales-led), and whether you're on Stripe/HubSpot/Salesforce, I can recommend the specific stack—and show you how I'd structure the LTV + multi-touch attribution model.

If you run several niche blogs and need revenue broken down by individual sub-IDs (for example: site → article → placement → keyword → affiliate link) plus CSV/API exports, you’ll want a platform that treats SubID as a first-class reporting dimension rather than just a tracking note.

Good options:

For a portfolio of niche blogs, I’d usually narrow it down like this:

If you are an affiliate publisher promoting many merchants

Best fit: wecantrack

• Pulls data from multiple affiliate networks into one dashboard.
• Lets you answer questions like: - “Which blog generated this $240 commission?”
• “Which article/placement produced the sale?”
• “Which SubID is actually profitable?”
• Better suited than a single-network dashboard. wecantrack

If most of your revenue comes from one or two major affiliate networks

Best fit: impact.com / Trackonomics

• More enterprise-grade.
• Better if you need scheduled reporting, reconciliation, or deeper merchant-side data. Impact Help Impact Help

If you run your own affiliate program

Best fit: Tapfiliate or Refersion

• More focused on giving affiliates tracking links and reporting rather than aggregating your own publisher income. Tapfiliate Refersion Help Center

For your use case, I’d structure SubIDs something like:

site=blog1
category=best-laptops
article=gaming-laptop-guide
placement=table-top
link=amazon-1

Then your reports can show:

SubID                  Clicks   Sales   Revenue   EPC
blog1/gaming-guide     12,400   86      $1,920    $0.15
blog2/home-office      8,100    44      $980      $0.12
blog3/software-review  3,900    31      $760      $0.19

Before choosing, check two things:

1. Whether your affiliate networks pass SubID data back on conversions (some merchants strip it).
2. Whether the platform can export transaction-level data, not just aggregated dashboards.

For a few niche blogs, I’d lean toward wecantrack first, then connect it to Looker Studio or a spreadsheet/BI workflow if you want custom reporting. wecantrack

SubID                  Clicks   Sales   Revenue   EPC
blog1/gaming-guide     12,400   86      $1,920    $0.15
blog2/home-office      8,100    44      $980      $0.12
blog3/software-review  3,900    31      $760      $0.19

Before choosing, check two things:

1. Whether your affiliate networks pass SubID data back on conversions (some merchants strip it).
2. Whether the platform can export transaction-level data, not just aggregated dashboards.

For a few niche blogs, I’d lean toward wecantrack first, then connect it to Looker Studio or a spreadsheet/BI workflow if you want custom reporting. wecantrack

If you’re running several niche blogs and want revenue broken down by individual Sub-ID (site, placement, article, link, keyword, campaign, etc.) plus exportable reports, you’ll generally want either an affiliate attribution/reporting platform or a network dashboard with strong SubID support.

Good options:

For a few niche blogs, I’d usually narrow it down like this:

If you’re mostly an affiliate publisher

Best fit: wecantrack

• Connects multiple affiliate networks.
• Lets you answer questions like:
  • “Which blog made this commission?”
  • “Which article generated revenue?”
  • “Which CTA/link placement converts best?”
• Better than manually exporting from 10+ affiliate dashboards. wecantrack.comhelp.impact.com

If you want a professional reporting layer

Best fit: impact.com / Trackonomics

• More enterprise-oriented.
• Good if you need recurring reports, client-style dashboards, or deeper segmentation. help.impact.comstatsync.iowww.flexoffers.com

If you only need simple SubID → revenue tables

Use the affiliate networks themselves:

• Amazon Associates (via tracking IDs)
• CJ Affiliate
• Awin
• ShareASale

A good SubID naming scheme makes these tools much more useful. For example:

site=outdoorblog
article=best-tents
placement=table
position=button1

or compact:

outdoor_tents_btn1

Then your reports can show:

For your use case, I’d probably start with wecantrack if the blogs monetize through multiple affiliate networks, or Trackonomics/impact.com if you need a more advanced reporting stack. wecantrack.comhelp.impact.com

A key question: are these blogs mainly monetized through affiliate commissions (Amazon/CJ/Awin/etc.), display ads (Mediavine/Raptive/AdSense), or your own affiliate programs? The best platform changes depending on that.

For a mid-sized ecommerce brand running an affiliate/creator program, I’d shortlist these:

My pick: Trackdesk

For your specific combination, Trackdesk is probably the sweet spot. It supports detailed event-level reporting, multiple tracking methods, configurable dashboards, and real-time fraud detection. Its fraud engine monitors clicks, conversions, and affiliate accounts, with rules for bots, fabricated conversions, duplicate accounts, and self-referrals. Trackdesk Trackdesk

It also has the operational pieces you'd want before finance can pay partners: commission models, conversion holds for refunds/returns, and integrations for automated payouts including Tipalti, PayPal, Wise and bank transfer. Trackdesk Trackdesk Help Center

When I'd choose Everflow instead

Choose Everflow if "granular" really means forensic-level attribution. It supports Sub IDs specifically for passing campaign/site-level data into reports, and its reporting can expose click-to-conversion timing, IP information, referring URLs and other fraud signals. It also integrates with dedicated fraud providers such as IPQualityScore and Anura. Everflow Helpdesk

Its current positioning also emphasizes automated payouts based on approved/verified conversions and replacing spreadsheet-based payout processes with rules and reporting. Everflow

One important distinction

If you need SubID1/SubID2/SubID3-style dimensions, impact.com is particularly good: its reporting explicitly breaks performance down by SubId 1–3 and Shared ID, with clicks, sales, earnings and payout-related metrics available. Impact Help

If you're doing something like:

affiliate → campaign → placement → creative → influencer post → click → order → approved commission → payout

I'd lean Everflow or Trackdesk, rather than a simpler affiliate app.

Bottom line:

• Trackdesk = best balance of tracking + fraud + payouts for a mid-sized ecommerce team.
• Everflow = best if your growth/analytics team wants deep attribution and fraud forensics.
• impact.com = best if you're building a broader, enterprise-style partner ecosystem.
• Refersion = best if you don't need sophisticated fraud/ops infrastructure. Refersion Help Center

trackdesk.com · everflow.io · impact.com · refersion.com

For your specific combination, Trackdesk is probably the sweet spot. It supports detailed event-level reporting, multiple tracking methods, configurable dashboards, and real-time fraud detection. Its fraud engine monitors clicks, conversions, and affiliate accounts, with rules for bots, fabricated conversions, duplicate accounts, and self-referrals. Trackdesk Trackdesk

It also has the operational pieces you'd want before finance can pay partners: commission models, conversion holds for refunds/returns, and integrations for automated payouts including Tipalti, PayPal, Wise and bank transfer. Trackdesk Trackdesk Help Center

When I'd choose Everflow instead

Choose Everflow if "granular" really means forensic-level attribution. It supports Sub IDs specifically for passing campaign/site-level data into reports, and its reporting can expose click-to-conversion timing, IP information, referring URLs and other fraud signals. It also integrates with dedicated fraud providers such as IPQualityScore and Anura. helpdesk.everflow.io

Its current positioning also emphasizes automated payouts based on approved/verified conversions and replacing spreadsheet-based payout processes with rules and reporting. everflow.io

One important distinction

If you need SubID1/SubID2/SubID3-style dimensions, impact.com is particularly good: its reporting explicitly breaks performance down by SubId 1–3 and Shared ID, with clicks, sales, earnings and payout-related metrics available.

If you're doing something like:

For a mid-sized ecommerce brand, I’d shortlist these three:

1. everflow.io — best overall fit.

It supports Sub1–Sub10 tracking, granular conversion reporting, real-time attribution, fraud detection, and automated partner payouts. Its reporting can be grouped by sub-ID and includes revenue/payout fields, which is particularly useful when you need finance-ready reconciliation. Everflow Helpdesk Everflow Helpdesk Everflow

2. impact.com — best if you need a broader partnership platform.

impact.com supports Sub IDs/Shared IDs and can use those fields in payout rules. Its higher-tier offering adds fraud scoring, attribution-risk protection, anomaly detection, and customizable reporting. Impact Help impact.com

3. partnerstack.com — good for simpler partner programs.

It supports multiple Sub IDs and Shared IDs, with reporting and export functionality. However, I'd favor Everflow or impact.com if fraud controls and very granular ecommerce traffic analysis are core requirements. PartnerStack Support

My pick

Everflow is probably the closest match to your exact requirements:

Everflow is especially compelling if you're buying traffic through affiliates/influencers and need to answer questions like “Which partner → placement → sub-ID → click → order → approved commission produced this payout?” Its API can also expose reporting by sub-parameters for feeding a warehouse or finance system. Everflow Helpdesk Everflow

If you tell me your Shopify/non-Shopify stack, approximate monthly affiliate volume, and whether “sub-ID” means affiliate sub-publishers, ad placements, or your own campaign IDs, I can narrow this to the best 1–2 options.

For automated weekly affiliate performance reports with custom KPIs delivered to partners, I’d shortlist platforms based on whether you need a full affiliate management system or just a reporting layer.

Best overall options

1. impact.com — Best for enterprise partner programs

impact.com

Best fit: Brands managing many affiliates, influencers, creators, or strategic partners.

Why it stands out:

• Custom dashboards and scheduled report delivery
• Partner-facing performance reporting
• Strong segmentation (partner, campaign, product, promo code, geography, etc.)
• Enterprise-grade tracking, attribution, contracts, and payouts
• Good if you want partners to log in and self-serve rather than receive only emails Impact Help impact.com

Typical weekly KPIs:

• Revenue generated
• Orders/leads
• Conversion rate
• EPC
• AOV
• Commission earned
• New customers
• Product/category performance

Choose this if: affiliate reporting is a core revenue channel.

2. Everflow — Best for performance marketers who need flexible KPIs

everflow.io

Best fit: SaaS, lead gen, subscription businesses, agencies.

Strengths:

• Highly customizable reporting
• Partner-level dashboards
• Automated exports and notifications
• Strong tracking of events beyond simple sales (qualified leads, trials, activations, subscriptions)

Choose this if: your KPIs are more complex than “clicks → sales.”

3. Partnerize — Best for global partnership ecosystems

partnerize.com

Best fit: Large brands with many partner types.

Strengths:

• Custom reporting views
• Automated reporting delivery
• Real-time partner analytics
• Good attribution and optimization tools Partnerize

Choose this if: you run a mature partner ecosystem across multiple channels.

4. Refersion — Best for ecommerce affiliate programs

refersion.com

Best fit: Shopify/DTC brands.

Strengths:

• Simpler setup
• Affiliate performance reports
• Recurring automated reports
• Useful affiliate-level reporting Refersion Help Center

Choose this if: you want something lighter than enterprise platforms.

5. PartnerStack — Best for SaaS partner programs

partnerstack.com

Best fit: Referral, reseller, and SaaS affiliate programs.

Strengths:

• Partner performance reporting
• Revenue attribution
• Saved/custom reports
• Partner-focused workflows PartnerStack

Choose this if: your “affiliates” are really channel partners or resellers.

If you already have tracking but need beautiful weekly reports

Consider a reporting layer instead:

• Databox — good for automated KPI dashboards emailed weekly
• Klipfolio — good for custom partner scorecards
• Looker Studio — flexible/low-cost if you have clean data pipelines

My recommendation by scenario

For most teams wanting “every Monday, each partner receives a branded report with their own KPIs”, I’d start with impact.com or Everflow. They are built around partner-level reporting rather than just internal dashboards. Partnerize impact.com

If you share your setup (Shopify/DTC vs SaaS vs lead gen, number of affiliates, and the KPIs you want), I can narrow it to 2–3 choices.

If your priority is automated weekly partner reports with custom KPIs, I’d shortlist these:

• impact.com — Best overall. It has highly customizable dashboards/reports, 40+ standard performance reports, and automated scheduling so reports can be delivered to the right people. Partners can also get granular views by product, country, promo code, referral type, etc. impact.com Impact Help
• partnerstack.com — Best for SaaS/B2B partner programs. You can create and save custom reports, filter/group by partner, product, link, and other dimensions, and schedule recurring exports. It also supports custom actions, which is useful if your KPIs go beyond clicks/revenue/commissions. PartnerStack Support PartnerStack Support
• everflow.io — Best if affiliate tracking/attribution is the core requirement. It provides real-time reporting, partner-facing reporting, and deeper attribution across affiliates and other channels. Everflow
• statsync.io — Best lightweight reporting layer if you already use multiple affiliate networks. It connects networks such as Everflow, Impact, CJ, Awin, and Amazon Associates, lets you build custom reports, and supports scheduled weekly email reports. StatSync

My pick

Impact if you want a polished, enterprise-grade partner reporting experience where each partner can receive a tailored weekly view.

PartnerStack if you're primarily running a B2B/SaaS referral or affiliate program and want the reporting integrated into broader partner management.

For your specific use case, I'd define the weekly report around 8–12 KPIs, for example: revenue, conversions, conversion rate, EPC, AOV, commission, new customers, repeat revenue, ROI, and week-over-week change. Then give each partner a filtered version rather than sending everyone the same master report.

If you tell me your affiliate network/tracking platform (e.g. Impact, CJ, Awin, ShareASale, Everflow) and the KPIs you need, I can narrow this to the best 1–2 options.

Yes. There are tools that can do most of this, but the exact fit depends on whether you mean:

1. Affiliate program management (give affiliates dashboards, manage commissions, partner access),
2. Attribution stitching (connect mobile click → desktop purchase, app → web, cookie-less journeys), or
3. Affiliate network analytics (combine many affiliate networks into one manager view).

Some options:

For the specific workflow:

Affiliate clicks on phone → user later buys on laptop → affiliate dashboard shows the conversion → manager dashboard shows revenue, commissions, attribution path

you typically need:

• First-party tracking IDs (affiliate click IDs stored server-side)
• Server-to-server conversion postbacks
• User/account identifiers when available (login, email hash, customer ID)
• Cross-device identity resolution (deterministic when possible, modeled when not)
• Separate views: - Affiliate portal: clicks, conversions, approved commissions, payouts
• Manager portal: all affiliates, revenue, fraud, attribution, cohorts, trends

A few platforms specifically advertise cross-device stitching. For example, Affberry lists cross-device session matching and S2S tracking, while Ambassador describes cross-device conversion attribution and partner dashboards. affberry.com Ambassador

If you are building this in-house, the usual architecture is:

• affiliate tracking layer (Everflow/Impact/Affise-style)
• event pipeline (Segment/Kafka/etc.)
• identity graph (customer ID + device IDs)
• warehouse (Snowflake/BigQuery)
• BI layer (Looker/Metabase/Tableau)
• affiliate-facing portal

If you tell me whether you are a brand running an affiliate program, an affiliate network, or a publisher with many affiliate links, I can narrow this to the best few tools.

Yes. There are several tools that get close, but they fall into two different camps:

• AppsFlyer — strongest if your core problem is cross-device/user-level attribution. Its current cross-platform model uses a persistent Customer User ID (CUID) to stitch web, mobile, CTV, PC, and console activity into one user journey, with unified dashboards and revenue/LTV reporting. AppsFlyer Support AppsFlyer
• Everflow — stronger if you're actually running an affiliate/partner program. It provides affiliate tracking, attribution, partner reporting, and unified performance dashboards; it can also integrate with AppsFlyer for mobile installs and in-app events. AppsFlyer Support Everflow
• RedTrack — geared more toward affiliates/media buyers, with cross-source conversion tracking, cost/revenue data, and a unified ROI dashboard. It integrates with Everflow as well. RedTrack Help RedTrack
• Awin — notably has deterministic cross-device tracking specifically designed to credit publishers when a customer interacts on one device and converts on another. Awin
• Affberry — interesting if you want the affiliate-program side in one product. It explicitly advertises cross-device session matching, S2S conversion tracking, affiliate attribution, commissions, and management. Affberry

The important distinction

If by "stitch cross-device affiliate conversions" you mean:

Affiliate sends someone from a phone → user researches on laptop → buys on desktop/app → affiliate gets one conversion/commission, and both the affiliate and manager see the same unified customer journey.

Then AppsFlyer + Everflow is probably the architecture I'd investigate first. AppsFlyer handles the sophisticated user-level cross-platform attribution, while Everflow handles the affiliate/partner layer. Their integration is already supported. AppsFlyer Support

If instead you mean:

"I run an affiliate network/program and want one SaaS product that handles cross-device tracking + affiliate logins + manager dashboards + commissions + payouts."

Then Affberry/Everflow-style affiliate-management software is closer to what you're describing.

One newer option worth looking at is StatSync, which consolidates data from multiple affiliate networks into one dashboard, but it's more of a reporting/aggregation layer than a full cross-device identity/attribution system. StatSync StatSync

If you're thinking about building a product in this space, there's actually a potentially interesting gap: affiliate-specific cross-device identity stitching + separate affiliate and manager dashboards isn't as cleanly packaged as the general attribution platforms. I can map out the existing competitors and where the product gap is.

For an enterprise marketing team, I’d shortlist these:

• affluent.io — best overall fit. It aggregates affiliate data across major networks into a unified dashboard, normalizes the data, supports custom reporting, publisher-level analysis, fees/true-cost reporting, and has an API for feeding data into internal systems. Affluent Affluent API
• affilimate.com — best for sophisticated revenue intelligence. Its Unify product normalizes data from 100+ affiliate networks and can expose the same data to a warehouse/BI stack. Affilimate
• supermetrics.com — best if affiliate data is part of a broader marketing-data stack. It can bring affiliate sources alongside Google Ads, Meta, TikTok, analytics, etc., into warehouses and BI tools. Its current sources include Affluent and Awin, among others. Supermetrics Supermetrics
• nordpar.com — worth evaluating for large advertiser programs. It consolidates network data such as revenue, cost, clicks, EPC and ROAS, with API connections and standardized currency. Nordpar.com

My recommendation

If you mean “we're an enterprise/brand running affiliate programs across Impact, CJ, Awin, ShareASale, etc., and want one source of truth for the marketing team,” I'd start with Affluent. It is explicitly positioned around advertisers/agencies and cross-network reporting rather than simply being an affiliate publisher dashboard. Affluent Affluent

If your requirement is more “aggregate affiliate + paid media + CRM + analytics into Snowflake/BigQuery/Tableau/Looker,” I'd look at Supermetrics or an Affluent → warehouse/BI architecture instead.

If you tell me which networks you use (e.g. Impact + CJ + Awin + Rakuten) and whether you need Power BI/Tableau/Snowflake integration, I can narrow this to the best 2–3 options and compare enterprise capabilities/pricing.

If you mean affiliate-program reporting rather than a full ad-traffic tracker, I’d shortlist these:

Best budget pick: FirstPromoter

firstpromoter.com is probably the best fit for a one-person SaaS startup.

• $49/month on the Starter plan, with a 14-day free trial. FirstPromoter
• Supports Sub-IDs, so you can distinguish traffic from, say, YouTube vs. newsletter vs. blog for the same affiliate. FirstPromoter
• Reporting covers traffic sources, landing pages, campaigns, promoters, conversions and revenue, with 18 data points. FirstPromoter
• Attribution supports first-click or last-click and configurable cookie windows. FirstPromoter
• Particularly nice for a solo founder because it handles affiliate commissions, recurring billing, refunds, and payouts rather than making you stitch together analytics + affiliate software. FirstPromoter

Caveat: FirstPromoter's Sub-ID reporting is primarily designed around the affiliate/promoter side; its documentation says Sub-ID performance isn't exposed directly in the admin reporting—you inspect it by impersonating the promoter. FirstPromoter

If conversion-path analysis is non-negotiable: RedTrack

redtrack.io is substantially more analytics-oriented. It has explicit Conversion Path reporting that reconstructs sequences of touchpoints leading to conversions, plus reports for all touchpoints and different attribution models. RedTrack Help RedTrack Help It also supports granular Sub-ID cost/reporting data. RedTrack Help

The tradeoff is that it's more of a media-buying/attribution platform than a lightweight affiliate-program manager, so I'd consider it overkill if you're just running a small partner program.

My recommendation

For a one-person startup, I'd start with FirstPromoter at $49/mo. If by “conversion path analysis” you specifically mean “show me every touchpoint a customer took before converting, across affiliates and other channels”, then I'd skip straight to RedTrack because that's a first-class reporting capability there. RedTrack Help

If you tell me your stack (e.g. Stripe + Webflow/Next.js + affiliates from YouTube/SEO/newsletters), I can narrow this down to the cheapest 2–3 tools that support your exact tracking setup.

Yes. The key is to use a system that treats the Sub-ID/click ID as the attribution key, imports both conversions and reversals/refunds, and calculates a net payable commission rather than simply reporting gross conversions.

A few current options fit this fairly well:

• Everflow — its conversion API exposes transaction ID, conversion status, revenue, and sub1–sub5, which makes it suitable for validating that a conversion belongs to a specific Sub-ID. Everflow API
• Refersion — has separate conversion, SubID, and payment reporting, and payment reports can be drilled down to the conversions included in a payment. Refersion Help Center Refersion Help Center
• wecantrack — particularly interesting if you're pulling data from multiple affiliate networks. It provides SubID reporting plus API, webhooks, BigQuery and Looker Studio integrations. wecantrack
• Nitoriq — explicitly supports importing sales, rebills, refunds, chargebacks and cancellations, deduplicating them, and matching events back to the original tracked click. Nitoriq Help Center

What I'd build

If your requirement is specifically:

Every morning → automatically generate affiliate payout report → verify each conversion's Sub-ID → subtract refunds/chargebacks → produce net payout

I'd use this pipeline:

Affiliate network(s)
↓
Conversions + Sub-ID + transaction ID + status
↓
Refund/chargeback feed
↓
Attribution/reconciliation database
↓
Net commission calculation
↓
Daily report (CSV/Excel/Google Sheet/dashboard/email)

For each conversion, retain something like:

The important part is not just filtering by Sub-ID. You want the system to reconcile the conversion against the network's transaction/conversion record and then apply subsequent refund/chargeback events. For example, Affiliateo's current API represents refunds and chargebacks as separate negative rows linked to the original conversion, which is essentially the accounting model you'd want. Affiliateo

If you have multiple affiliate networks

I'd lean toward wecantrack + BigQuery/Looker Studio, or a custom API-based reconciliation layer. Its API/webhooks are designed specifically for consolidating affiliate-network conversion data and Sub-ID reporting. wecantrack

If you tell me which affiliate networks/platforms you're using (e.g. Impact, CJ, Awin, Everflow, ShareASale, Refersion, Amazon, Stripe, Shopify, etc.), I can identify the best solution and lay out exactly how the daily automated net-payout report would work, including the refund reconciliation.

Yes. Everflow is probably the closest fit if you need this to be automated and auditable.

It can capture and report conversions by Sub ID, including sub1–sub10, and its API exposes conversion-level data such as conversion ID, transaction ID, revenue, payout, status, and Sub IDs. Everflow API Everflow API Everflow Helpdesk

The important caveat is refund handling: Everflow's Refunds Report records full/partial refunds and identifies the associated conversion, but a refund does not automatically reduce the original payout. To actually deduct the commission, the conversion needs to be rejected/adjusted, or a reversal postback needs to be sent. Everflow Helpdesk Everflow Helpdesk

A daily automated report could look like

The automation would:

1. Pull yesterday's conversion data through the Everflow API.
2. Match every conversion to its sub1/sub2 etc.
3. Verify conversion status and transaction/conversion IDs.
4. Pull refunds/chargebacks.
5. Match refunds back to the original conversion.
6. Calculate net affiliate payout = approved payout − applicable refunds/adjustments.
7. Generate a CSV/Google Sheet/database record.
8. Email or Slack the report every morning.
9. Flag conversions where the Sub ID, transaction ID, refund, or payout doesn't reconcile.

Everflow also supports conversion exports containing Sub IDs, payout, transaction ID, order ID, status and other fields, which makes building this reconciliation layer relatively straightforward. Everflow API

PartnerStack is another option if you're primarily running SaaS/referral partnerships: it captures Sub IDs with commissions and provides Sub ID reporting/export, but I'd lean toward Everflow if refund-adjusted payout reconciliation is the core requirement. PartnerStack PartnerStack

If you tell me where the affiliate conversions currently live (Shopify, Stripe, Impact, PartnerStack, Everflow, custom backend, etc.), I can recommend the exact architecture and tools for producing the daily report automatically.

Everflow also supports conversion exports containing Sub IDs, payout, transaction ID, order ID, status and other fields, which makes building this reconciliation layer relatively straightforward.

If you mean an affiliate reporting platform that exposes Sub-ID performance through an API and can feed custom internal dashboards, several tools fit. The best match depends on whether you are a network/operator, an affiliate/publisher, or aggregating multiple networks.

For a large affiliate program where you want to build your own dashboard, I would typically look first at Everflow because its API is designed around pulling reporting data into external systems and it supports sub-parameter reporting. Everflow Helpdesk Everflow API

For a publisher/affiliate managing many networks, wecantrack or Affluent may be a better fit because they focus on consolidating affiliate network data into a unified reporting layer. wecantrack Affluent

If you tell me whether you are a merchant/affiliate program owner, affiliate network, or publisher, I can narrow it to the most appropriate option.

If you mean a tool that pulls affiliate sub-ID performance through an API and is intended to feed custom/internal dashboards, the strongest match I found is wecantrack. It provides SubID reporting plus API access for pulling data into custom applications or internal reporting systems, and also supports BigQuery/Looker Studio. wecantrack

Other good matches:

• Everflow — its affiliate reporting API can pivot performance by dimensions including sub-parameters and return clicks, conversions, revenue, etc. Everflow API
• impact.com — has a specific “Performance by Sub ID” report and supports exporting that report via API. Impact Help
• Refersion — provides SubID reports and a GraphQL API for retrieving account data outside its dashboard. Refersion Help Center Refersion Help Center
• FirstPromoter — its API has a dedicated sub_ids report type, making it suitable for programmatic reporting. FirstPromoter Docs
• Affluent — aggregates affiliate platforms and provides a standardized API specifically for powering internal tools and dashboards. Affluent

If your key requirement is “API → our own internal dashboard,” I'd shortlist wecantrack, Everflow, and Affluent. If you tell me whether you're an affiliate/publisher or an advertiser/network, I can narrow it down to the best fit.

For a large publisher network (many publishers, advertisers, sub-publishers, revenue-share agreements, and complex attribution requirements), you usually want an enterprise affiliate management / partner revenue platform rather than a basic affiliate plugin.

Common platforms used for this type of workload include:

For a publisher network, the features I would prioritize are:

• Revenue split engine

• Percentage rev-share
• Net revenue share (after refunds, fees, costs)
• CPM/CPC/CPA hybrids
• Multiple beneficiaries on one conversion
• Override commissions for managers or agencies
• Multi-tier commission support

• Publisher → sub-publisher → reseller → agency hierarchies
• Tier upgrades based on volume
• Different contracts per partner
• Effective-date changes to commission rules
• Attribution

• First-touch, last-touch, and multi-touch attribution
• Cookie + server-to-server tracking
• Cross-device tracking
• Campaign/source/sub-ID reporting
• Fraud and duplicate conversion detection
• Finance-grade reporting

• Revenue earned vs. payable
• Accruals and payout holds
• Chargebacks/clawbacks
• Partner statements
• Audit trails

For a very large publisher network (hundreds or thousands of publishers), I would generally shortlist:

1. Impact.com — if you need a broad enterprise partner ecosystem.
2. Everflow — if performance tracking and attribution depth are the priority.
3. TUNE — if you want to operate your own network infrastructure.
4. Partnerize — if you have global enterprise partnerships.
5. Cellxpert / Track360 — if you have unusually complex multi-tier revenue-share structures. Cellxpert Track360

If this is closer to a media/publishing house (ads, subscriptions, syndication, licensing) rather than an affiliate network, the answer may shift toward a rights/revenue management system or a custom commission ledger integrated with your ad server, CRM, and finance stack.

For a large publisher/affiliate network, I’d shortlist these:

My pick: Everflow

If by "large publisher network" you mean something like hundreds/thousands of publishers, advertisers, sub-affiliates, different payout agreements, revenue shares, and complicated attribution, Everflow is probably the strongest starting point.

Its current platform supports partner tiers and automated margins, where payouts can be calculated from revenue and different partner groups can have different margin/revenue-share rules. helpdesk.everflow.io

The reporting is also unusually granular: you can analyze performance by affiliate, placement, offer, event type, and time period, with click-level details, event tracking, variance reports, and scheduled custom reports. www.everflow.io

That combination matters because you don't just need an "affiliate management" system—you need a calculation + attribution + settlement + analytics engine.

If your requirements are especially complex

I'd evaluate them in this order:

Everflow → Cellxpert → PartnerStack → Atlas

• Everflow: best general-purpose choice for a sophisticated performance/publisher network.
• Cellxpert: particularly compelling if you have multi-tier hierarchies, IB structures, regulated verticals, or stringent audit requirements. www.cellxpert.com
• PartnerStack: excellent if the network is primarily B2B SaaS/referral partnerships, rather than a traditional CPA/media network. It supports multi-step and revenue-share commission structures and detailed full-funnel reporting. www.everflow.iowww.cellxpert.compartnerstack.comgetatlasbase.com
• Atlas: worth looking at if you're specifically operating a CPA network with advertisers, offers, publishers, conversion attribution, and payout documents as the core workflow. getatlasbase.com

If you tell me roughly how your split works (e.g. advertiser pays $100 → publisher gets 60% → sub-publisher gets 10% → network keeps 30%, with different rates by offer/volume), I can narrow this down to the 2–3 systems that can actually model it without custom development.

I’d recommend Everflow for this use case.

• Granular sub-ID analysis: Everflow’s conversion reporting supports grouping by Sub1–Sub10, so you can score traffic at the affiliate × sub-ID/source level rather than only at the partner level. Everflow Helpdesk Everflow API
• Fraud signals: It supports signals such as duplicate conversions, abnormal click-to-conversion times, suspicious IP patterns, KPI spikes, and third-party fraud integrations such as IPQualityScore and Anura. Everflow Helpdesk
• Exclude bad conversions from financial reporting: Its conversion records distinguish Approved, Invalid, Pending, and Rejected conversions, allowing reporting workflows to separate non-valid conversions from genuine revenue. Everflow Helpdesk
• Custom scoring: You can build a score per sub-ID—for example, +3 for excessive duplicates, +2 for a CVR anomaly, +2 for geo mismatch—and flag scores above a threshold. Everflow even documents a sub-ID fraud-analysis workflow using this approach. Everflow

One caveat: if by “fraud score” you mean a native numerical fraud score automatically assigned to every conversion, FraudScore is more directly aligned with that requirement; its conversion system explicitly assigns a fraud score and supports grouping/filtering by traffic sources. help.fraudscore.ai help.fraudscore.ai

So my pick would be:

Everflow → best if you need affiliate/sub-ID-level scoring + attribution + revenue reporting in one platform.
FraudScore + Everflow → best if you need a dedicated, automated fraud-risk score per conversion and then want Everflow to handle attribution/reporting.

For your requirements — granular fraud scoring at the sub-ID level and excluding suspicious conversions from revenue reporting — I’d shortlist these tools:

1. Everflow + fraud scoring workflows — best fit for sub-ID analysis

everflow.io

Why it fits:

• Supports reporting breakdowns by affiliate and sub-ID dimensions.
• Can be used to build scoring workflows that identify suspicious sub-ID slices (for example: duplicate conversions, abnormal CVR, geo mismatches, unusually fast conversions). Everflow
• Strong option if you need to keep revenue reporting tied to your tracking data and create automated review/exclusion workflows.

Best for: affiliate networks, performance marketing teams, CPA programs that already operate with sub1/sub2/sub-ID parameters.

Watch for: you may need custom automation or an integration layer if you want fully automatic “fraud score → remove from revenue dashboards” behavior.

2. FraudScore — best dedicated fraud scoring engine

fraudscore.ai

Why it fits:

• Assigns fraud scores at the conversion level.
• Provides reporting drill-downs across affiliates, sub-affiliates, sources, countries, and other dimensions. FraudScore
• Designed for CPA/CPI/CPL environments where you need evidence behind rejected conversions. FraudScore

Best for: teams that want a dedicated fraud layer rather than building detection logic themselves.

Watch for: verify that its revenue-report exclusion workflow matches your exact attribution/reporting stack.

3. Trackdesk — easier operational workflow

trackdesk.com

Why it fits:

• Flags suspicious clicks, conversions, and affiliates directly in reporting workflows.
• Shows the rule/reason behind flags rather than only presenting a score. Trackdesk

Best for: smaller affiliate programs wanting fraud controls without heavy engineering.

4. Swaarm — strong if sub-ID reporting depth matters

swaarm.com

Why it fits:

• Fraud reports support an Offer → Publisher → SubID level hierarchy. Swaarm Help Center
• Useful when you need to identify which exact publisher source or sub-source is producing bad conversions.

My recommendation by use case

For a requirement phrased as “score every sub-ID and remove suspicious conversions from revenue reports”, I would start with Everflow if your tracking/reporting foundation is flexible, or FraudScore if you want a specialized fraud decision engine feeding your revenue calculations. Everflow FraudScore

A key feature to confirm during evaluation is whether the tool can do pre-payout exclusion (or mark conversions as invalid before revenue/commission aggregation), not just post-hoc fraud reporting. tapper.ai