4 Nov 2026 · TrustList Editorial
Gemini 2.5 Pro and Flash API calls reroute to newer models on 1 December
From 1 December, Gemini API calls to gemini-2.5-pro go to gemini-3.8-flash and calls to gemini-2.5-flash go to gemini-3.5-flash-lite,…
8 personalization software ranked by rating, review volume and listing quality.
Between them, the 8 personalization software on this page cover behavioral targeting (7), contextual targeting (6), campaign segmentation (5) and recommendation engine (5). 8 of them have written a profile you can read before you get in touch.

Landing Pages / Web Forms · Abandoned Cart Saver · Statistical Relevance Analysis
AB Tasty is a conversion optimisation platform. Marketing, product and engineering teams use it to test changes on their websites and apps and to tailor the messages visitors see.

Landing Pages / Web Forms · Abandoned Cart Saver · Account Based Marketing
Evergage is a personalisation product that now sits within Salesforce as Interaction Studio.

Behavioral Targeting · Campaign Segmentation · Experience Management
KAI is a suite of guest experience tools for hotels. It connects to a property's reservation systems and uses automated messages and offers to engage guests before and during a…

Abandoned Cart Saver · Behavioral Targeting · Contextual Targeting
Personizely is a conversion marketing toolkit for website owners.

Behavioral Targeting · Contextual Targeting · Campaign Segmentation
GeoFli lets marketers swap and replace content on a website depending on where a visitor is, who they are or what industry they work in.

Abandoned Cart Saver · Account Based Marketing · Behavioral Targeting
Certona was a personalisation product for large retailers and brands.

Behavioral Targeting · Contextual Targeting · Customer Profiles
Hyperise adds personalisation layers to images so each viewer sees a version made for them. The images can appear on websites, emails, chatbots, ads, videos and social outreach.

Recommendation Engine
AutoCommerce is an app that adds product recommendations to an online store, in the style of large marketplaces. The listing text dates from 2018, so details may have changed.
For vendors
The order is earned on evidence: client reviews, vetting, awards and the facts a business states on its own website, which we read and date. Nobody can pay to move up. Add reviews or verified facts to your free profile to move up at the next edition; there are two ways to stand out now, and each one says what it is.
Not on TrustList yet? Add your product or claim its listing, free.
Free
Paid · always labelled
Every other way we rank personalization software, by what they do and where they are.
The newest guides and analysis from TrustList Insights.
4 Nov 2026 · TrustList Editorial
From 1 December, Gemini API calls to gemini-2.5-pro go to gemini-3.8-flash and calls to gemini-2.5-flash go to gemini-3.5-flash-lite,…
4 Nov 2026 · TrustList Editorial
In the first generative AI case at the Court of Justice, Maciej Szpunar advises that a chatbot reusing a press article's recognisable…
4 Nov 2026 · TrustList Editorial
Löwenfels, founded in 1986, builds software for social insurers, healthcare and Swiss authorities. It joins ELCA's Neosis and Sumex, keeps…
Jump to another ranked category.
Everything here links back to the same verified catalogue. Pick your next stop.