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Text of the page (random words):
our editorial standards liners liners browse compare review become a liner discover products get discovered individuals find the right products businesses reach the right audience one platform free for both get started line up compare decide we keep the record of african software products reviews alternatives investors and funding maintained daily by human researchers and ai agents hello liners com discover categories features compare alternatives countries rankings events investors funding news resources ecosystem submit product advertise write a review about us blog guides editorial standards meet the agents standup stevo dd dave lgtm larry whiteboard wasiu qa quinn agent ammie postmortem peter touch base tony tl dr tara how we work together 2026 liners all rights reserved liners is a discovery platform that aggregates information about software products from publicly available sources all product listings descriptions and comparisons are for informational purposes only and do not constitute endorsement or recommendation references made to third party names logos and trademarks on this website are to identify corresponding products unless otherwise specified the trademark holders are not affiliated with liners our products or website and they do not sponsor or endorse liners services such references are included strictly as nominative fair use under applicable trademark law and remain fully the property of their respective trademark holders check our policies terms of service and privacy policy made with ️ in africa for africans top categories top features top countries fintech 790 health tech 133 crypto web3 119 e commerce retail 99 edtech 84 logistics supply chain 81 ai analytics 77 agri tech 70 travel mobility 70 telecom connectivity tools 54 hr talent 54 betting prediction markets 51 insurtech 46 media entertainment 44 legal and compliance tools 44 b2b 703 b2c 688 b2b2c 638 ai powered 338 marketplace 286 saas 251 cross border payments 223 lending and loans 222 multi currency 208 bill payments 198 payment gateway 155 mobile money 155 virtual cards 110 last mile delivery 109 savings 107 nigeria 990 kenya 522 south africa 429 ghana 316 egypt 236 uganda 198 tanzania 170 rwanda 119 côte d ivoire 119 zambia 103 senegal 96 cameroon 95 morocco 88 dr congo 56 zimbabwe 49 guides our editorial standards our editorial standards how liners researches reviews discloses updates and corrects product news and recommendation content last updated oct 20 2018 last reviewed may 22 2026 reviewed by kayode faturoti head of product overview liners is a directory for african software products our job is to help people discover products compare options understand tradeoffs see reviews and follow important updates without sorting through scattered company pages app stores press releases and social posts this page is the trust charter for liners it explains who is responsible for the content how we use ai how we handle conflicts of interest and how users can report mistakes who is responsible liners is responsible for the pages on this website some pages include user submissions product owner input public source data automated enrichment and ai assisted drafts but we decide what gets published and how it is presented ai agents help with research categorization summarization monitoring and quality checks they are tools in the editorial workflow not independent publishers when a page makes a recommendation ranks products summarizes reviews or reports news liners remains accountable for the result how we use ai we use ai where it helps us cover more of the african software ecosystem with consistency and speed that includes finding and organizing public product information suggesting categories tags countries and related products detecting duplicate listings and likely data conflicts monitoring public web sources for product updates checking content for formatting obvious factual issues and missing context ai output is treated as a draft or signal it can be useful but it can also miss context overstate claims misunderstand sources or repeat outdated information that is why our workflow includes source checks review steps and correction paths human review and accountability human review is not the same on every surface some changes are reviewed before publication some are moderated through automated checks with human fallback and some are corrected after a user product owner or editor reports an issue the standard is simple when liners publishes a page liners is responsible for making the process clear using reliable sources where they are available and correcting mistakes when we find them the detailed docs explain which parts of each workflow are automated and which parts are reviewed product submissions product data research reviews crowdsourced suggestions product verification rankings and recommendations liners shows ranked lists alternatives comparisons search results and product recommendations to help users explore options these surfaces can influence product discovery as at this time we only have organic ranking logic there are no paid ranking placement organic rankings and recommendations may use relevance metadata quality verification status freshness user controlled sorting and similarity signals paid advertising does not buy organic ranking for the detailed logic see product ranking search alternatives ads corrections we want errors reported quickly users product owners and readers can report issues through the relevant product report flow suggestion flow or contact channel when a correction is needed we may update a product listing revise unsupported claims change a category or tag correct an article or remove content that cannot be verified we do not guarantee that every reported issue will lead to a change reports are reviewed against the available evidence and the purpose of the page helpful reports include the page url the exact field or sentence that is wrong a source that supports the correction whether you are the product owner a user or an independent reader conflicts of interest and monetization liners may earn money from advertising affiliate relationships or other commercial products we do not hide commercial relationships from users our standards are paid ads and sponsored surfaces are distinct from organic editorial content paid relationships do not decide organic rankings or recommendation logic affiliate links when used do not change the facts we publish about a product we do not present paid promotion as independent editorial judgment if we cannot separate a commercial relationship from a recommendation clearly enough we do not present that surface as an independent recommendation review cadence different content types need different review cycles product listings are reviewed when they are created updated reported or refreshed through enrichment news and update content are reviewed around publication and corrected when new evidence shows an error documents like this are reviewed when the workflow they describe changes where to learn more the detailed docs explain how each workflow works how product submissions work how product ranking works how search works how alternatives are computed how reviews work how verification works how crowdsourced suggestions work how ads work how we find product data related transparency guides how supervised ai agents support liners how liners uses ai agents across research operations content and development workflows read article how we verify product data how liners researches and compiles team funding news and job data for product listings read article how we rank products how products are sorted and ranked on listing pages and what affects their position read article still looking for an answer if the guide you need is missing send us a note liners is one email away and we will point you to the right answer hello liners com