In these interviews dozens of companies describe a completed move off an identity resolution tool, an observation from interviews rather than a switching rate. The moves split by job. Onboarding tools such as LiveRamp and Neustar carry a customer file out to advertising platforms. Customer-data providers such as Acxiom and Experian managed or enriched a company's own records. Visitor-identification tools such as Retention.com and Opensend put an email address to anonymous site traffic. In each, some companies drop a dedicated vendor without buying an equivalent, but what takes its place differs. An onboarding customer may match its file through the ad platforms or a CDP, a company leaving a customer-data provider may move the work into a CDP, a CRM or its own systems, and a visitor-identification customer may try a competing service, stop the program or rely on its own sign-ups. These are different kinds of change, not interchangeable migrations. Among completed moves off an onboarding tool or customer-data provider, cost against what the tool returned is the most common reason, and several also follow an event such as a new agency, a new leader or an acquisition. These sort what buyers said about their own moves; they are not verified causes, and not shares of any vendor's customers. What buyers complain about is on top complaints about identity resolution tools, and the ratings live on what identity-resolution buyers wish they'd known.
Do companies replace LiveRamp with another onboarding vendor?
Sometimes, and in both directions, but it is the smaller share. About a fifth of the moves off an onboarding tool went to another onboarding vendor. A national specialty retailer moved from LiveRamp to Neustar, and a digital health company did the same before later dropping both. A large B2B distributor moved from LiveRamp to Epsilon. LiveRamp gained too: a global beauty company says “We moved away from Neustar to LiveRamp.” The same company's clean-room work also came to LiveRamp from Habu, but not by choice between products: it followed LiveRamp's acquisition of Habu, completed in January 2024, and LiveRamp has since moved its clean-room interface from the former Habu console into LiveRamp Connect. A change of onboarding provider and an acquisition-driven clean-room transition are different events. That story is below.
More than half of the companies that left an onboarding tool named no other identity or onboarding product in its place. That is consistent with what the complaints page finds among companies that complained, where many leavers let the ad platforms match their customer lists directly. No dedicated replacement does not mean the company stopped matching, and it does not mean the move was final: several of these companies came back, or say they will, and that pattern has its own section below.
The pressure that builds: why companies switch identity resolution tools
Among completed moves off an onboarding tool or customer-data provider where the buyer gave a reason, cost against what the tool returned is the most common reason, followed by an event, then data that was not ready. Visitor-identification tools are dropped for reasons the complaints page grades: value that is hard to prove, privacy and deliverability. That order describes the explanations buyers here gave for their own moves, not how often each problem causes switching across the market, and a single move can carry several.
The media budget is too small for the match to pay back
The most common reason, and sometimes given by buyers who rate the tool well. Several tie the cost to the size of the media budget it serves rather than to the product. A baby-products company that used LiveRamp through its agencies says “we just probably weren't spending quite enough to see the return on investment for that and that's why we haven't invested in it.” A casual-dining chain scaled it back when its media spend fell. A digital health company says that “for our current spend and what we were using, that was just not something that got approved.” These are each buyer's reading of their own contract and spend at the time, and a past price is not a current one. How these tools are metered is on what buyers actually pay for identity resolution.
Named in this context: LiveRamp · Neustar · Acxiom
The company's own data was not ready
Some moves come down to what the company could feed the tool. A global automaker offboarded LiveRamp because “our data was so fragmented that we weren't able to really get the value out of paying for that service,” and adds, “It wasn't that LiveRamp wasn't capable.” A premium travel company stopped using one LiveRamp capability, updating its own records, after treating every signal alike and accepting whatever came back, which it calls “just a design flaw.” It is rebuilding that process internally and remains a LiveRamp customer for activation: “Where we continue to use them is more on the activation side.” That is a partial change in how it uses LiveRamp, not a switch. A large restaurant brand ended an Acxiom identity contract when the matching found only a fraction of the customers outside its loyalty program: “it's a lot of money for 25%.”
Named in this context: LiveRamp · Acxiom
Another platform already does the job
A few moves are capability consolidation rather than replacement. A global spirits company used LiveRamp to build lookalike audiences from its first-party data, and stopped after moving that workflow into Salesforce Data Cloud and Marketing Cloud: “You don't need LiveRamp anymore.” Customer-data work moves the same way. A specialty apparel retailer's customer data went from Acxiom to Capillary and then to Salesforce Data Cloud, and it brought its CRM in-house because “Acxiom was not agile.” A health-products retailer moved from Acxiom to Microsoft, and a multi-brand beauty group left Experian's managed service for a platform of its own, because any change meant “going through some type of purchase order process.” In each case the new platform covers the job the company was using, not necessarily everything the old provider did.
Named in this context: Acxiom · LiveRamp · Experian · Salesforce Data Cloud · Capillary · Microsoft
The visitor-identification vendors look interchangeable
Some visitor-identification buyers here move between competing services, or test one after another, and describe them as similar. A small DTC apparel brand went from Retention.com to Customers.ai and then to Opensend, and its story is below. That buyer sees the products as increasingly interchangeable, but one company's experience does not establish that the providers return equivalent identities, carry the same consent requirements or produce similar revenue. An intimates brand ran Opensend beside Retention.com while a contract wound down — “I was bringing in somebody to see if I could replace them” — and then switched. Some of these tools are also tested and dropped, which the complaints page covers in detail.
Named in this context: Opensend · Retention.com · Customers.ai · Black Crow
The event that fires the decision
In several of the completed moves off an onboarding tool or customer-data provider where the buyer gave a reason, an event is part of the story. These counts are small. An event can sit beside a longer-running concern, and a buyer's account does not always show which one settled the decision.
A new agency or platform takes over the matching
A prestige cosmetics brand says “We had LiveRamp at one point for paid media, but then we didn't need it with our new agency and their CDP.” The spirits company above dropped LiveRamp as part of a move to new marketing platforms. On the visitor side, a footwear retailer stopped using Black Crow as it moved to Attentive for messaging. None of these buyers gives a complaint about the identity tool as the reason.
Named in this context: LiveRamp · Black Crow · Attentive
A new leader brings a relationship, or a new question
A large B2B distributor left LiveRamp for Epsilon, and the buyer says “the only reason that changed is because our head of analytics and research, we brought in someone new who had a relationship with Epsilon.” A new leader can reopen the category too: the restaurant brand that ended its Acxiom contract is “kind of exploring vendors again” because a new chief brand officer wants to know more about customers it cannot identify. Whether marketing tools follow people more broadly is on do marketing tools follow people?
Named in this context: LiveRamp · Epsilon · Acxiom
The vendor changes hands
Ownership can move a company in either direction. The global beauty company moved from Habu to LiveRamp when LiveRamp acquired it. The national specialty retailer moved the other way, from LiveRamp to Neustar, and counts Neustar's ownership as a reason: “Neustar being owned by TransUnion, there's a next level of dependability,” which it ties to keeping its data safe. Neustar's marketing business has been part of TransUnion since 2021. That retailer also names rising costs and channel limits.
Named in this context: Habu · LiveRamp · Neustar · TransUnion
A budget shock or a broken integration
A bedding manufacturer cut LiveRamp when the business came close to failing and “a lot of things got cut and rethought,” and is now talking to a location-data provider instead. A restaurant chain cut LiveRamp “for cost reasons” while saying it “was providing a benefit to us.” Smaller events end visitor-identification tools: a health-services startup stopped using Opensend when an app update broke the integration — “they never reset it” — and nobody restored it before the buyer arrived.
Named in this context: LiveRamp · Opensend · Buxton
Where do companies switch to?
It depends on what is being left. Among companies leaving an onboarding tool, more than half named no dedicated replacement. About a fifth of the moves went to another onboarding vendor, a few moved the job into a CDP, a marketing cloud or a new agency's CDP, one rebuilt a single capability in-house, and one B2B software company replaced individual matching with company-level IP lookups in ZoomInfo, a different job. The clean-room transition from Habu to LiveRamp followed an acquisition and is not counted as an onboarding switch. Among companies leaving a customer-data provider, the most common move was into a CDP, a CRM or a platform they built. One large insurer ended its annual Acxiom contract because the match rates did not justify the cost, and would now buy only “an ad hoc, once in a while purchase for a specific use case.” Among companies leaving a visitor-identification tool, the most common outcome was no replacement; some moved to another vendor, and one moved with a new messaging platform. These sort the arrangement each buyer described next; they do not show that the new arrangement does everything the old tool did.
Moves under way are not counted here. The best-documented, a large consumer-finance company moving its matching off Neustar and onto the ad platforms' own customer matching, is told on the complaints page. Nor are trials that ended before a contract: a global fragrance company tested LiveRamp in a few European markets and did not scale it because “The retailers were not fully adopting LiveRamp's full capabilities.” For identity inside a customer data platform, see why companies rip out the CDP they have.
Do companies come back to an identity tool after leaving?
Some do, and the outcomes differ: one completed return to a LiveRamp product, companies in talks or reopening the category, and others planning to reconsider later. A global hospitality company describes a cycle: when DMPs lost favour around 2019 and 2020, “Basically, we paused the whole LiveRamp world,” and in late 2023 it planned to ramp LiveRamp up again alongside its new CDP. By October 2026 it had been using LiveRamp's clean room for about a year, chosen after considering other suppliers, and it is unhappy with it: “The match rates aren't as high as we'd initially hoped.” That return is to a clean-room capability, not necessarily to the onboarding arrangement it paused. The rest are negotiations or intentions. A subscription food company “canceled our relationship with them mid last year, and we're in a conversation with them right now,” because its own uploads to Meta and Google match poorly. The digital health company that dropped both LiveRamp and Neustar expects LiveRamp back: “I do think it's going to be on next year's budget.” On the visitor side, a DTC travel-gear brand that dropped Opensend and Black Crow together over deliverability plans to “let our email list rest a little bit” and then reconsider, and the health-services startup wants “to restart the contract” once its new messaging platform is integrated. Planned returns are plans, not purchases.
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The counter-current: why many stay
Most companies running these tools in the interviews describe no completed move, and several that looked stayed. The reasons on the complaints page — partners that ask for a particular provider, years of integrated data, a renegotiated price — are not the only ones. A credit union sees no case for adding a vendor: “If you get 90% from LiveRamp and Experian, I don't think it's worth it to get one more product out there,” because integrating it is “a lot of work for us.” Buyers disagree on how hard an onboarding tool is to remove. A travel company calls LiveRamp “a pretty easy tool if you will rip out,” describing it as “really just turning the faucet off,” as its contract came up for renewal. These are reasons to stay, not a measure of loyalty to any vendor.
What this means if you're weighing a switch
Read the three kinds of tool separately, not as one churn trend. Among completed departures from an onboarding tool, the most common outcome is no replacement onboarding vendor named; some of those companies match through the ad platforms instead, a few moved the job into a CDP, a marketing cloud or a new agency's CDP, and a smaller number moved to another onboarding provider, in both directions between LiveRamp and Neustar. Customer-data departures move a specific job, managing or enriching the company's own records, into a CDP, a CRM or a platform the company builds, or cut it back to occasional purchases. Visitor-identification tools have their own cycle of competing vendors, stopped programs and changes of messaging platform. Several companies that left came back or plan to. The evidence describes what buyers did next, not whether their match rates or results held up afterward, and it does not show that any vendor is winning or that a higher-rated tool is safer from departure. These are small counts of completed moves, and the reasons are the buyers' own reading of their own situation.
Our recommendations, not practices buyers describe. Start by naming the job: carrying a file to ad platforms, managing your own records, or identifying site visitors, since the alternatives differ for each. Before leaving an onboarding tool, match the same file directly through your main ad platforms and through any CDP or marketing cloud you already pay for, destination by destination, and compare. Price the move on equivalent scope: platform fees, connection and destination charges, the engineering to rebuild every audience feed, the segmenting flexibility you might lose, and contract length. If the problem is your own data, fix it before buying another tool. For visitor identification, test any replacement against a holdout during the existing contract, and compare usable identifiers, downstream conversions, incremental revenue, unsubscribe and complaint rates and deliverability, not just the number of addresses surfaced. Check how each provider obtains and processes identity data, what permissions and notices apply to the uses you intend, and whether the activation meets the requirements for your customers and markets. And if the reason is budget, record what you would need to see to come back, because several companies here came back or plan to.
Common questions
Why do companies switch identity resolution tools?
For onboarding tools and customer-data providers, the most common reason is cost against what the tool returns. Several describe a media budget too small for the matching to pay back. Several also name an event: a new agency, a new leader, an acquisition, a financial crisis or the decline of the DMP. Visitor-identification tools are dropped over proof of value, privacy and deliverability. A complaint that accompanies a move did not necessarily cause it.
What do companies replace LiveRamp with?
Most often nothing dedicated. More than half of the companies here that left an onboarding tool name no other identity or onboarding product in its place. About a fifth of the moves went to another onboarding vendor, such as Neustar or Epsilon. LiveRamp also gained a company from Neustar, and that company's clean-room work came over from Habu when LiveRamp acquired Habu, an acquisition rather than a competitive choice. A few moved the job into a CDP, a marketing cloud or a new agency's CDP. No dedicated replacement does not mean matching stopped, and several of these companies came back or plan to.
Is a CDP replacing standalone identity resolution?
For some jobs, at some companies. Here a spirits company moved its lookalike audiences from LiveRamp into Salesforce Data Cloud and Marketing Cloud, a cosmetics brand stopped needing LiveRamp once a new agency brought its own CDP, and several retailers moved customer-data work from Acxiom or Experian into a CDP, a CRM or a platform of their own. That is capability consolidation rather than a like-for-like replacement: the new platform covers the job the company was using, not necessarily everything the old tool did.
Where do companies go when they leave a visitor identification tool?
The most common outcome here is no replacement, with the company relying on its own sign-ups and email flows. Some moved to another visitor-identification vendor, such as Opensend, Customers.ai or Black Crow, sometimes more than once, and one buyer calls the category commoditized. A few have paused rather than ended: one is letting its email list rest before reconsidering, and another plans to restart a tool whose integration broke.
Do companies come back to an identity tool after leaving?
Some do, and the outcomes differ. A hospitality company paused LiveRamp as DMPs lost favour and later chose LiveRamp's clean room, a return to the vendor through a different capability rather than a restart of the original arrangement. The others are talks or intentions: a subscription food company that cancelled was back in talks, a health company expects LiveRamp in next year's budget, and a restaurant brand that ended its identity contract is exploring vendors again under a new leader. Leaving an identity tool can be a pause tied to budget, spend or a reorganization, not a final verdict on the product.
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