Category: Digital Agencies

  • AnyMind levels up consumer research game

    AnyMind levels up consumer research game

    MUMBAI: AnyMind Group and InQognito Insights have unveiled “Beyond Panels,” a pioneering cross-regional study that’s reshaping how marketers in Southeast Asia, India, and the GCC understand digital consumers. The research, presented at ESOMAR Trends Horizon 2025 in Washington D.C., dives into how in-game advertising environments can unlock richer, faster, and more authentic consumer insights.

    Breaking away from traditional research panels and static questionnaires, Beyond Panels takes a behavioural-first approach, embedding research directly within mobile gaming ecosystems. Conducted using the POKKT mobile gaming platform, the study tracked 25,000 participants across eight markets between April 2024 and August 2025, using rewarded ads, in-app intercepts, and post-game surveys to capture responses in real time.

    The findings reveal a clear shift in how consumers discover and engage with brands. In Southeast Asia, 62 per cent of respondents reported their first brand exposure through in-game ads, surpassing even OTT and YouTube. Ads delivered within a week before decision windows saw a 64 percent lift in brand recall and consideration, while the combined use of in-game ads, YouTube, and influencer videos achieved 51 per cent reach with just four exposures, proving that attention, when captured in the right moment, can be incredibly powerful.

    Speaking about the research, AnyMind Group managing director, growth markets Aditya Aima said, “In a world where attention is fleeting and fragmented, marketers can no longer rely on retrospective panels. This study is a call to evolve, from measuring after the fact to understanding behaviour as it unfolds in natural, immersive environments.”

    Echoing the sentiment, InQognito Insights research lead Smriti Singh Bhatia noted, “Traditional panels are like rear-view mirrors, they show us where we’ve been, not where the consumer is going. The era of claimed behaviour is over; it’s time to study consumers as they live, scroll, play, and shop.”

    By grounding research in the spaces where people actually spend their time, Beyond Panels signals a new era of real-time, context-rich consumer understanding. In today’s mobile-first world, insight, it seems, is no longer found in forms, it’s found in the game.

  • Schbang elevates Neel Gawde to chief business officer

    Schbang elevates Neel Gawde to chief business officer

    MUMBAI: Digital agency Schbang has promoted Neel Gawde to chief business officer, marking his rise from national head of business development. Gawde, who joined the firm in 2018, has been instrumental in driving client acquisition and expanding Schbang’s solutions, media and events portfolio.

    A marketing specialist with a track record of more than 700 pitches and 300 closures, Gawde earlier worked at Togglehead and Activ Eight Dimensions. He began his career in social media management before moving into business development.

    At Schbang, he credits founder Harshil Karia’s mentorship and his team’s “relentless pursuit of excellence” for the agency’s momentum. In his new role, Gawde is tasked with accelerating growth and shaping the next phase of Schbang’s expansion in India’s fiercely competitive digital market.

  • Brand Street Integrated launches ‘BSI Flash’

    Brand Street Integrated launches ‘BSI Flash’

    MUMBAI: Brand Street Integrated announced the launch of BSI Flash, a dedicated division focused exclusively on strategic product sampling and trial programs.

    At a time when consumers are craving experiences over advertisements and trials over assumptions, BSI Flash promises to elevate the sampling game with smarter strategies, sharper targeting, and measurable impact.

    F.L.A.S.H. stands for: Feel → Listen → Act → Sample → Harness.

    A methodology that reflects the division’s human-first, insight-led approach to sampling.

    “With BSI Flash, we’re not just putting samples in our hands. We’re creating micro-moments of brand discovery, where consumers can experience a product in the right setting, at the right time, and in the right way,” said Brand Street Integrated CEO Surendra Singh. “From bustling modern trade outlets to hyperlocal residential societies and even transit hubs, BSI Flash has the planning precision and execution muscle to deliver results that go far beyond reach.”

    BSI Flash is designed to cater to a wide range of industries, from FMCG and personal care to health, wellness, and beverages – using a category-first lens. Every program is customized to fit the nuances of product usage patterns, audience segmentation, and contextual timing.

    Whether it’s sampling a health drink during morning commutes or introducing skincare essentials in women-centric community spaces, BSI Flash combines deep market understanding with operational agility.

    One of the key strengths of BSI Flash lies in its trained foot soldiers, promoters who do more than distribute. They engage. They educate. And most importantly, they convert. Backed by technology-driven real-time reporting, brands get access to live insights, feedback loops, and performance analytics, allowing them to optimize campaigns on the go.

    From modern trade and general trade retail environments to RWAs, corporate parks, transit zones like railways and airports, and even large-scale festivals or influencer-led drops. BSI Flash is equipped to take brands to where the consumers are.

    “We see sampling not as an afterthought but as a critical brand touchpoint,” added Brand Street Integrated national sampling head, Alok Rai. “With BSI Flash, the goal is simple: deliver not just products, but experiences that linger and lead to purchase.”

  • We are firm believers that tools don’t build brands, stories do: Art-E Media’s Rohit Sakunia

    We are firm believers that tools don’t build brands, stories do: Art-E Media’s Rohit Sakunia

    MUMBAI: Fancy a tale of entrepreneurial derring-do? Look no further than Art-E Mediatech Private Ltd, better known as Art-E Media, a marketing and technology maven that burst onto the scene in 2018. What began as a mere septet of tech-savvy chaps toiling in a humble garage has, in a rather spiffing turn of events, mushroomed into a formidable force of over 150 bright sparks, affectionately dubbed “ArtEans”. With a footprint stretching from the bustling streets of Mumbai to the glittering towers of Dubai, via Delhi and Bangalore, this outfit isn’t just playing the game; it’s practically written the rulebook for full-stack marketing, creator content, and tech artistry.

    Over the years, Art-E Media has been canoodling with some rather grand names – the sort that make rivals green with envy. Think Google, Coursera, TCL, Sharp, Panasonic, Pantaloon, Ceat Tyres, Jubilant Foods, IndiaMART, Flipkart Seller Hub, Realme Smartphones, and even Hero.

    At the heart of this empire stands Rohit Sakunia, a chap who clearly doesn’t believe in modest ambitions. This whizz-kid not only birthed Art-E Media but also propelled it to a staggering $10 million in annual revenue within a mere four years. But wait, there’s more! He also cooked up INVIZ, which raked in a cool $1.5 million in its sophomore year. Running a tight ship, he’s overseen a crew of over 100, masterminding delivery, creative genius, and the nitty-gritty of business development. And if that wasn’t enough, he’s pumped out content that’s garnered millions of organic views, forging brand equity and building businesses like a true titan of industry.

    Indiantelevision.com’s Rohin Ramesh managed to corner this elusive guru. Expect the resulting interaction to be brimming with juicy details on new technologies, advanced tools, revenue generation, and a whole lot more that will undoubtedly make for a ripping good read.

    Edited excerpts

    On the inspiration behind the inception of Art-E Media

    Honestly, Art-E wasn’t born out of a grand plan. It started over endless coffees and late-night chats where we kept questioning why marketing was either too flashy or too clinical. Why couldn’t it be real? Human? Isn’t that a big question today too in this era of AI.

    For Tejender (my partner) and I, the idea was simple: build an agency where storytelling leads, and technology enables. Where marketing doesn’t feel like marketing. Where brands don’t chase trends but create their own narratives.

    Our vision was to keep it very personal. To be humble but create loads of impact. We always believed data will do the talking but we also didn’t let it kill or cull creativity.

    We have always said to the larger team too. That does not look very ahead of time. Look at the next campaign we are doing. And redefine it for your client. Our motto thus is one honest campaign at a time.

    On how your agency is integrating advanced technologies (e.g., AI, machine learning, big data) into marketing strategies to drive better outcomes

    At Art-E, we’ve always believed technology should simplify, not complicate. AI, machine learning, and data tools aren’t just buzzwords for us. They’re enablers to understand human behavior better and craft sharper stories. That’s what the planners in the team use it for too.

    Whether it’s using AI to predict consumer shifts, personalising content at scale, or leveraging data to decode what’s working and what’s just noise, we love blending tech with instinct. And we are extremely careful too. As I have mentioned above, creativity stays at the core, while technology plays the role of an amplifier. For us, the goal is simple, smarter marketing that feels human.

    On your perspective on emerging trends in marketing, including AI-powered tools and immersive technologies such as AR/VR

    Trends will keep coming. AI, AR, VR, all these are powerful no doubt but at Art-E, we stop a tad bit before getting very excited at something new.  First we use the same and check for ourselves whether it can actually solve a problem. If it does, then we jump in joy. Because now we know that it can tell a story better.

    AI-powered tools help us work smarter: We agree. AR/VR helps us build experiences that engage deeper this too. But the focus stays on why we’re using them, not just what we’re using.

    We are firm believers that tools don’t build brands, stories do. These tools at best are probably amazing paintbrushes. And we’ll use them wherever they help create something meaningful.

    On the evolving role of influencer marketing and the impact of technology on this space

    Influencers today are storytellers and not billboards. And we use them precisely that way. We use tech to find and fit a voice that will resonate for the brand and not just plain echo the communication. The problem happens when you try to use influencer marketing for selling. The idea is to connect. Because when the connection happens, the selling or the impact definitely follows.

    On strategies for building trust and fostering meaningful engagement with consumers in an increasingly digital world

    For me, trust isn’t built through fancy campaigns or viral content or even through the biggest brand ambassador. It’s built in those small, consistent, vital moments where brands choose honesty over hype.

    At Art-E, both Tejender and I and also our CEO Amit often tell our clients to stop marketing to people and start talking with them. Being more human. Being more transparent. We have said that saying no sometimes is ok and apologising is ok too. And on top of all this, listen more than you speak.

    For our clients we ensure realness stands out in the digital chaotic world. Our strategy? Keep it simple. Keep it honest. Keep it human. That’s how you build trust.

    On your plans for the future

    Our plan for the future is very simple. We just intend to stay restless. How can you rest in an era like this where tech is disrupting our business so often. So we intend to keep questioning the obvious and keep chasing stories that matter.

    We’re focusing more on blending content, commerce, and tech in ways that feel seamless. They don’t look forced. We are expanding into experiential and immersive spaces too, but again, only where it adds genuine value to the brand narrative.

    We love numbers. But the goal isn’t just growth in numbers. It’s growth in impact. To stay boutique in mindset, but global in our thinking. And to ensure every campaign we craft feels less like work and more like a conversation worth having.

  • Moloco plugs into Google’s AdMob and Ad Manager with self-serve SDK

    Moloco plugs into Google’s AdMob and Ad Manager with self-serve SDK

    MUMBAI: Moloco, the AI performance advertising company, has rolled out its SDK on Google’s AdMob bidding and Ad Manager’s SDK bidding platforms, making the tool fully self-serve for publishers.

    The move cements Moloco’s credentials with Google’s stringent performance and reliability standards, giving app developers fresh access to its global advertiser demand while preserving user experience. Publishers already plugged into Google can now tap Moloco’s ecosystem without extra effort.

    “Moloco has consistently been recognised as a top-performing platform for ad monetisation, optimised to drive real business outcomes,” said Moloco supply head Yoni Markovizky He added that with Google onboard—alongside existing integrations with AppLovin’s Max and Unity’s LevelPlay—the company can fuel more publishers’ growth “with no margin fees, applying the cost savings directly to our partners.”

    Nearly 500 publishers, including Voodoo, Crazy Maple and Audiomack, already use Moloco’s SDK. The platform’s AI ensures the right ad finds the right user, maximising revenue while allowing publishers to control how creative formats appear. Advertisers, too, gain sharper targeting and more control, boosting return on investment.

    Moloco, founded in 2013 by ex-Google machine-learning engineers, now operates across the US, Europe and Asia. Its platform powers mobile app growth, retail media and streaming monetisation for businesses worldwide.

  • Social Panga launches AI Council to accelerate AI-led brand solutions

    Social Panga launches AI Council to accelerate AI-led brand solutions

    MUMBAI: Social Panga has announced the launch of its in-house AI Council – enabling & driving AI-powered solutions across branding, marketing, and digital ecosystems.

    With AI reshaping how brands communicate, operate, and innovate, the AI Council is designed to be a think-and-do tank — combining specialists, strategists, and technologists to bridge the gap between AI capabilities and business impact.

    This move comes on the back of successful AI-led deployments for brands like LG Electronics, Pathkind, Jindal Stainless (JSL), Himalaya, Lava and few more, and several others, where Social Panga has already been driving real-world impact through AI-enhanced campaigns.

    Co-Founders Himanshu Arora and Gaurav Arora will jointly mentor and Som would lead the council, ensuring it delivers meaningful innovation at scale.

    “The AI Council isn’t just a service line. It’s a forward-looking collective at the intersection of AI and brand building. We’re excited to bring this out and continue expanding it over the coming months,” said Social Panga EVP – creative strategy & growth Soumabha Nandi.

    “At Social Panga, we’ve always believed in solving business challenges with next-gen creativity. With AI already influencing day-to-day decisions, brands now need sharper, smarter solutions that are rooted in tech and tailored for growth. Our AI Council is here to guide that journey,” added Himanshu Arora.

    Echoing the sentiment, Gaurav Arora said, “Every new challenge needs a new lens. With the AI Council, we’re introducing a structured, dedicated approach to decode AI for brands — not just through tools, but through education, experimentation, and execution.”

    The AI Council will work across verticals from enhancing creative workflows and content creation to personalisation, performance, automation, and brand safety.

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  • Vishnu Kanth Gokul ‘leapfrogs’ into creative carnage

    Vishnu Kanth Gokul ‘leapfrogs’ into creative carnage

    He is not just any punter. This is the top dog with 300+ WhatsApp groups under his belt and 20 thriving communities he’s built from scratch. One man, pure genius and probably a tad knackered from all that graft!

    Need a community so strong it could win a rugby scrum? Or perhaps just a bit of a kick up the arse (aka mentorship) to get your career motoring? Vishnu Kanth Gokul’s strategic noise is the game-changer you are looking for. He’s got more tricks up his sleeve than a magician at a royal variety show.

    Over the past two decades, he’s had the smashing privilege of contributing to the growth stories of some of India’s most iconic platforms from Rediff.com, Sify.com, Rajshri.com, 123Greetings.com, Cricbuzz.com to Percept, Qoruz, FoxyMoron Sida (South Indian Digital Awards).

    Today, he’s the co-founder and chief revenue officer at The Leapfrog Network, leading the charge on growth strategy, revenue and brand partnerships. He’s blending content, media and creative innovation like a master chef, cooking up brands that actually matter. None of your wishy-washy rubbish here, just pure, unadulterated brand brilliance!

    Indiantelevision.com’s Rohin Ramesh managed to collar Gokul for a tete a tete via email. Keen as mustard, he was ready to spill the beans on his spanking new role and a whole lot more!

    Excerpts:

    On taking the leap with The Leapfrog Network whether it was love at first brand or your co-founder buddies Yash and Rishabh charmed you over a chai banter

    It was a bit of both, honestly. The vision was clear from day one, we weren’t building just another agency, we were building a cultural engine. Yash and Rishabh brought the firepower with their storytelling chops, and over multiple chai sessions, it evolved into a blueprint for something bigger. It wasn’t just about creating content but is all about shifting conversations. I knew this was the leap worth taking.

    On any original clients who jumped on early and are staying loyal

    Yes, we had a few early believers who backed us not just for the work we promised, but for the energy we brought. OTTplay was one of our first marquee collaborations, and working with a brand that already had scale gave us the chance to shape something culturally sticky. Their trust gave us the runway to experiment, fail fast, and grow sharper. We’ll always tip our hats to  early partners who saw the spark before the flame.

    On the overall team strength creative and strategy wise

    We’re a tight-knit crew of 65 today. Honestly, we don’t like boxing people into roles. One day someone’s cracking memes, and the next they’re presenting to a boardroom. That agility is our edge. We hire for mindset over resumes, people who think like strategists but execute like creators.

    On secret of brands taking the leap with The Leapfrog Network

    Our superpower is cultural intuition. We don’t chase virality, we engineer resonance. Every campaign, every post, every reel is backed by behavioral insights. We bridge brand goals with cultural fluency. And we’re not afraid to tell clients what not to do. That honesty, paired with hustle, builds trust. That’s our secret sauce.

    On juggling all the responsibilities without going wrong on creative

    There’s always a bit of creative chaos, and that’s the fun part. But I believe in systemising creativity. We’ve built ops that are robust enough to track ROI, but flexible enough to pivot when a trend shifts overnight. Delegation, clarity, and trust in the team allow me to juggle without burnout. It’s not about doing everything, it’s about empowering the right people to do the right things.

    On balancing bold commercial moves without losing the agency’s pop culture

    That’s a tightrope walk, no doubt. But for us, business growth and cultural relevance are not at odds, they’re intertwined. The brands that win today are the ones that can entertain, engage, and still convert. We ensure every growth lever we pull still speaks in the language of our audience. It’s a strategy without selling out.

    On keeping your machete sharp and staying ahead of the algorithmic anacondas

    We keep our machete sharp with a mix of curiosity and humility. Platforms evolve, but audience behavior is the constant. We’re not chasing every new feature blindly, we’re observing, testing, and iterating. Weekly trend roundups, tight feedback loops, and a very geeky media + analytics team ensure we’re not just following the algorithm, sometimes, we beat it to the punch.

    On missing the good old sales floor days at Rediff where the only strategy was hustle

    I do. There was raw energy on the floor, no decks, just drive. But those days taught me resilience and the power of showing up. Now, I bring that hustle to a more structured ecosystem. It’s still a people-first business, whether you’re selling ad slots or narratives. What’s changed is the toolkit, not the hunger.

    On TLF ever be the next Marvel of branded content

    We’re definitely building our own universe just not with capes. Thinking creator-first IPs, snackable series, and community-led platforms. We don’t just want to activate influencers, we want to co-create with them. There are a couple of IPs in stealth mode right now, and if they hit like we believe they will, we won’t just be running campaigns, we’ll be producing culture.

    On your personal mission at TLF whether it be saving the world, one meme at a time

    My mission is to make marketing more human and more honest. I want to help brands speak with people, not at them. If a meme can spark a conversation that leads to a connection, our job is done. The world doesn’t need more ads; it needs more clarity.

    On cracking ROI or decoding the Gen Z lexicon  

    Decoding Gen Z, hands down. ROI has formulas. Gen Z has feelings, filters, and a whole vocabulary that evolves faster than a budget cycle. But once you stop overthinking and start listening you realise they’re not that complex. They just want brands to show up real, not rehearsed.

    On a scale from “mild disruption” to “creative carnage,” you see TLF heading under your revenue radar

    We’re definitely mixing up with “creative carnage” but the good kind. We’re not here to play it safe. We’re scaling, yes, but not at the cost of our creative soul. We want to be the agency that launches narratives, not just ads. So expect disruption, with a healthy dose of discipline.

    On some new ripples we expect from you in the Leapfrog way of working

    Trends are table stakes. What we bring is foresight, basically the ability to spot shifts before they become mainstream. We’re building playbooks that are agile, data-rich, and culturally sharp. The goal is not to ride the wave but to shape it.

  • Huella sets the open web on fire with AIgnite

    Huella sets the open web on fire with AIgnite

    MUMBAI: In a sizzling debut at the iMedia Brand Summit in Goa, ad-tech disruptor Huella Services pulled back the curtain on AIgnite, a bold new ad intelligence platform that claims to both outsmart native and outperform display on the open web.

    Where banner ads go to die and native formats run out of steam, AIgnite breathes new life, transforming a single brand asset into thousands of real-time creative variants across display, video, and native. The platform is built on live AI optimisation that adapts mid-campaign, identifying high-performers 4.2x faster than traditional methods.

    Commenting on the launch of AIgnite, Huella Services co-founder & CEO Prrincey Roy said, “AIgnite isn’t built to run the same race as native or display. It is designed to re-draw the track entirely. AIgnite is not a layer of AI stitched onto old systems, it is built ground-up with intelligence in its core. From how creatives are developed, to how they’re deployed, optimised, and scaled every step is powered by AI. And with Agentic AI, even decisions around media planning and reporting are real-time and recommendation-led, plugged with various supply pipes. We have launched something that doesn’t just respond to briefs — it multiplies them. AIgnite outsmarts native and outperforms display because it puts creativity back in control — intelligently, and unapologetically.”

    Early pilots show CTR surges of over 5 per cent, a staggering leap from the industry’s 0.46 per cent average, with campaign lifespans stretching by an extra 3.2 weeks. It’s not just smarter, it’s hungrier, leaner, and lightning-fast, with creative go-lives in under three hours.

    AIgnite leverages Huella’s premium network of 500+ publishers, offering 100 per cent viewability-verified inventory across news, finance, tech, lifestyle, and entertainment. SSP integrations slash time-to-market by up to 60 per cent.

    “We are absolutely thrilled that Huella Services has chosen the iMedia Brand Summit as the platform for its highly anticipated launch,” said Comexposium India country managing director Jaswant Singh, the organisers of iMedia Brand Summit. “Our mission with iMedia has always been to foster innovation and provide a premier stage for groundbreaking products that will shape the future of marketing. AIgnite’s AI-powered solution perfectly embodies this vision, and we are incredibly proud to be the chosen platform for its unveiling.”

    The Goa launch event, held at The Supper Club, mirrored AIgnite’s core philosophy: one idea, countless expressions. Guests dined on over 100 chilli-inspired dishes—each one a nod to the platform’s promise of turning a single creative meal into a feast of high-performance variants.

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  • IAB Tech Lab lays down new rules to stop AI from eating the web’s lunch

    IAB Tech Lab lays down new rules to stop AI from eating the web’s lunch

    MUMBAI: When your content becomes someone else’s main course, it’s only fair to send them the bill. Publishers and advertisers have long played the thankless role of feeding the internet’s knowledge machine. But with the rise of large language models (LLMs) and AI agents hoovering up open web content without so much as a nod—or a rupee—the tables are finally turning.

    The IAB Tech Lab, the global technical standards-setting body for digital advertising, has taken a firm stand against the unchecked rise of generative AI. In a bold move, it announced a new framework dubbed the LLM Content Ingest API Initiative, aimed at helping publishers and brands monetise and manage how their content is consumed by AI systems.

    “It is clear that AI agents powered by large language models are shifting how users engage with content”, said IAB Tech Lab CEO Anthony Katsur. “While this is a promising new way for people to access information, we have also seen data showing publisher traffic decreases at 15 per cent or higher, and revenue is down. Meanwhile, AI platforms are growing on the back of open web content, impacting publisher revenues and misrepresenting advertisers. This initiative is about giving publishers and brands a path forward that is fair, enforceable, and grounded in technical standards”.

    The new framework targets AI’s relentless content scraping. It proposes a structured technical solution that ensures publishers get compensated for their content and brands control their digital reputation in AI-generated search summaries and chat responses.

    At the heart of the initiative is the LLM Content Ingest API, a tool that enables content owners to manage how AI models ingest and present their material. The framework seeks to stem traffic and revenue losses and aims to empower publishers with tools to govern bot access, track AI scraping, and monetise their digital assets more effectively.

    “The LLM Content Ingest API is one part of the framework to address the challenges publishers and brands face from the growing use of AI-based tools by consumers”, said IAB Tech Lab EVP, product & COO Shailley Singh. “The proposed technical framework is designed to foster better collaboration between LLMs/AI agents and content owners and to lay the foundations for fair value exchange for content, two of the biggest challenges that have emerged since the proliferation of generative AI and endanger the web economy as it works today”.

    The IAB Tech Lab plans to kick off the effort with a workshop, bringing together publishers, brands and AI developers to co-create solutions. Among the talking points: managing bots that mine data without permission, building AI-friendly but fair delivery mechanisms, and ensuring brand information isn’t lost—or worse, misrepresented—in the LLM ether.

    With publisher traffic already dipping by 15% and revenues following suit, the initiative couldn’t have come sooner. The Lab’s approach blends technical pragmatism with economic common sense, aiming to strike a balance between innovation and ownership in a world where chatbots can mimic your writing but never pay your bills.

  • Pulp Strategy launches NeuroRank to crack the AI search code

    Pulp Strategy launches NeuroRank to crack the AI search code

    MUMBAI: In a sharp pivot from traditional SEO playbooks, Pulp Strategy has unveiled NeuroRank, India’s first end-to-end LLM SEO solution designed to help brands dominate AI-powered search platforms like ChatGPT, Gemini, Claude and Perplexity.

    Forget keywords and backlinks – NeuroRank focuses on a brand’s inclusion in AI-generated answers, not just its rank on a results page. With over 44 billion searches now happening on LLM platforms, this is SEO reimagined for a world where algorithms shape awareness, not just clicks.

    “With over 44 billion searches now happening on LLM platforms and 72 per cent of B2B buyers relying on AI for early brand discovery, waiting is not an option,” said Pulp Strategy founder & chief strategist  Ambika Sharma. “This is not traditional SEO. It’s not about backlinks or page speed. LLM SEO is about training the algorithms that are already shaping customer intent.”

    What makes NeuroRank a smart bet?

    .  LLM signal mapping: Tracks whether a brand is cited or invisible in current AI responses

     Semantic layer engineering: Rewrites content into machine-optimised formats — Q&As, explainer blocks, schema-rich text

     .  Source priority indexing: Seeds brand presence into model-trusted platforms like Reddit, Quora, and Medium

     .  Knowledge graph stitching: Builds brand-topic-author clusters to boost citation probability

     .   Live model conditioning: Continuously tests and tweaks prompt performance across major LLMs

    “If your brand isn’t part of the model’s learned memory, you’re not in the conversation. And if you’re not in the conversation, your competitor already is,” Sharma added.

    In one standout case, a mid-market SaaS firm cut its cost-per-MQL by 22 per cent in just eight weeks using NeuroRank’s full deployment suite — a strong signal of performance meeting potential.