Thursday, April 23, 2026

Model Is Getting A “Rebrand” — Thank You, AI!


Model is having a glow-up, and AI is the glam group behind it.

The age of AI is giving the idea of ‘model’ its second within the strategic highlight. I’d say we’re experiencing a revolution. My earlier evaluation of web optimization instruments for AI search has already revealed how model mentions, sentiment evaluation, and branded search have emerged as pivotal components for digital visibility. 

The prevailing perception: Model might be king. 

The notion of ‘model’ has flipped, from a nice-to-have to a must have. Or as our CMO, Sydney Sloan, says, “A powerful model rolls out the pink carpet for income groups.”

However whereas a model’s standing elevates in advertising, CMOs are underneath enormous strain to drive advertising return-on-investment (ROI) and use AI. 88% of promoting leaders are liable for assembly a income objective, however solely 25% report very excessive ROI visibility.

The problem is evident: how can model funding translate into tangible enterprise influence in an AI-driven world?

Buckle up for an eye-opening evaluation that captures POVs from main CMOs, software program patrons, and category-specific sellers on navigating the ‘rebrand’ of brand name within the age of AI.

CMOs and advertising leaders on model’s altering notion

My daring takeaway from SaaStr 2025 was that CMOs are now not simply entrepreneurs in fancy fits; they’re on the vanguard of integrating AI into their model methods. They’re shifting past effectivity positive aspects to unlock deeper insights and create a stronger market presence. 

Model funding has developed from a imprecise expense to a tangible driver of long-term worth and aggressive differentiation. There’s an urge for food for instruments, methods, and methods that can assist drive this transformation.

Shifting from demand seize to model funding

Finances = enterprise focus, and CMOs are refocusing towards model and are being powered by AI instruments to:

  • Monitor and interpret model visibility in actual time
  • Decode emotional and visible sentiment
  • Seize unstructured model moments (e.g., occasion photographs, memes, critiques)
  • Establish market white house and status dangers sooner
  • Flip model right into a enterprise sign — not only a self-importance KPI

We requested CMOs and advertising leaders from G2, VEED.io, LinkedIn, and Reddit if they’re betting massive on model to drive enterprise. And the proof is of their funding pudding.

Main advertising executives at the moment are overtly acknowledging this pivot amidst a really noisy digital panorama.

“We’ve traditionally been very robust on demand seize — web optimization, paid, and product-led development have fuelled a lot of our ARR,” notes Leila Woodington, Chief Advertising Officer at VEED.io. 

Nonetheless, she rapidly provides, “However over the past yr, we’ve made a aware shift to take a position extra in model. AI has accelerated this modification: The market is noisier, the stakes are increased, and belief issues greater than ever.”

Sydney Sloan, G2’s Chief Advertising Officer, confirms, “At G2, we’re betting massive on model in an age of AI and growing our year-over-year funding to not solely reinforce our trusted model but in addition to increase the worth of G2 on this new period.” 

This is not nearly spending extra, however about spending smarter.

G2 CMO Sydney Sloan on how AI is shifting the focus towards brand

So, how are these forward-thinking leaders really placing AI to work? Let us take a look at the real-world performs.

Reorienting model investments with AI IRL 

Again in 2021, 81% of manufacturers might disappear tomorrow and we wouldn’t care. How unhealthy do you assume this case will get in 2025 and past?

Investing in model is a no brainer; the way you wield AI is the precise mind scratcher. Everybody has AI at their disposal, and if not used strategically, your model can shrink to a drop within the sea of sameness. Add lowering human consideration spans, and voila, your model is invisible!

In keeping with the Director and Co-founder of LinkedIn’s assume tank, The B2B Institute, Tyrona Heath, the true query for us is not whether or not to guess on model. That is a transparent sure. It is how one can leverage AI to make these model investments work more durable for you.Tyrona Heath director of The B2B Insitute at LinkedIn on how AI is shifting the focus towards brand

A memorable model is the forex to successful psychological availability within the consideration financial system. The place tactical execution is changing into extra democratized, constant model constructing is what fuels long-term development.

The distinctive worth of a well-defined and trusted model turns into the last word aggressive benefit.

Making model measurable and actionable with AI

A essential shift is the improved measurability of brand name influence. VEED.io’s CMO Leila Woodington factors out, “AI helps us make model measurable in new methods, from content material efficiency to artistic testing.” This drive for quantifiable outcomes is corroborated by broader business traits. 

Market analysis signifies that AI options, significantly these targeted on automation, real-time focusing on, and predictive analytics, are “main contributors to the sooner ROIs seen throughout these classes,” comparable to social media analytics and model intelligence.

Constructing AI capabilities inside advertising groups

CMOs are additionally actively constructing AI capabilities inside their advertising organizations. G2 CMO Sydney Sloan established a Analysis Insights group final yr, led by Tim Sanders, to leverage AI for market insights. 

Sloan asserted that the group “is concentrated on conducting proprietary analysis to ship market insights on what’s taking place in trending software program classes. A method they do that is by making use of AI evaluation to G2 information in addition to exterior analysis.”

This inner deal with AI literacy empowers advertising groups to harness the know-how successfully. G2’s method includes prioritizing the event of our advertising group’s AI abilities, particularly prompting and incorporating AI into our workflows with devoted AI trainers and coaches.

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AI in motion: Sensible purposes for contemporary model constructing

Past technique, main CMOs are deploying AI instruments to raise model influence the place it actually issues: in driving personalised experiences, fostering deep buyer loyalty by means of product integration, and cultivating genuine connections inside specialised communities.

AI-driven efficiency alerts and personalization

For VEED.io, AI is deeply built-in into their operational cloth.

“AI is baked into how we function, not simply what we market.”

Leila Woodington
CMO of VEED.io

The VEED.io group makes use of AI to research buyer conduct and floor content material alternatives, fueling each web optimization and social efforts. In addition they leverage AI to localize and personalize messaging at scale and to quickly iterate creatives primarily based on efficiency alerts. This holistic integration underscores AI’s function in delivering personalised buyer experiences at scale.

Injecting model presence in product expertise to win buyer advocacy

When it comes to strengthening model presence, CMOs are adopting numerous methods. VEED.io is leveraging video as its core medium, specializing in stay occasions, product storytelling, and short-form thought management. 

On the tech facet, they’re constructing attribution fashions that higher join model touchpoints to income, utilizing AI to hyperlink views and engagement to downstream conversion.

A novel strategic method from VEED.io is treating their “product as a channel, not only a vacation spot, so we are able to flip VEED customers into VEED advocates,” enhancing model loyalty immediately by means of the consumer expertise. This technique transforms current customers into highly effective model amplifiers, a essential transfer in instances when belief and advocacy are paramount.

Constructing model in area of interest communities (with main examples)

Past conventional channels, B2B manufacturers are additionally discovering success by constructing a powerful presence in area of interest communities, recognizing that AI-driven search usually leads patrons to genuine critiques and discussions.

In keeping with our newest Purchaser Habits Report 2025, community-driven content material peaks visibility in AI-driven search, with G2 and Reddit main the pack.

G2 Buyer Behavior Report 2025 shows G2 leading in AI LLM search results

Supply: G2 Purchaser Habits Report 2025

What drives G2’s positioning in AI search?

G2’s #1 place in AI search is pushed by its distinctive mix of verified purchaser intent, genuine critiques, and complete site visitors information, which AI fashions leverage to offer extremely related and trusted software program suggestions. This positions G2 as a essential “third-party efficiency” validator within the AI period.

In keeping with Tim Sanders, VP of Analysis Insights at G2, “AI is consuming SaaS go-to-market (GTM). The perfect practices in 2024 will seemingly be the worst practices in 2026.”

This underscores the novel shift in purchaser conduct, the place G2’s data-driven method immediately feeds into AI’s potential to generate concise and actionable shortlists, bypassing conventional, prolonged analysis processes.

G2 CMO Sydney Sloan highlights that, “Persons are not going to Google first; they will LLMs.” 

For B2B patrons, particularly in giant enterprises, effectivity and productiveness are paramount. They depend on G2’s structured and verified information to rapidly acquire trusted suggestions and consider software program options, essentially altering the analysis, analysis, and decision-making journey.

What drives Reddit’s positioning in AI search?

Kate Karmel, senior director of Mid-Market Gross sales at Reddit, states, “Reddit is the place right this moment’s B2B patrons go to coach themselves, to not be offered to. Successful manufacturers perceive this. They present up with authority, relevance, and a transparent perspective.”

Karmel emphasizes that efficient manufacturers on Reddit “take part in business conversations, provide actual experience, and leverage instruments like Reddit Professional to establish the high-intent alerts that matter most.” 

She cites Auth0 as a primary instance, whose tailor-made method to Redditors resulted in considerably decrease prices per sign-up and better engagement. This underscores the significance of audience-specific worth provision: “The manufacturers that earn belief on Reddit don’t push; they supply worth. And in doing so, they meet choice makers on the precise second they’re forming opinions and evaluating options.”

The G2 take

Model is now not a smooth metric that’s onerous to measure and map from a enterprise perspective. G2 ROI information throughout 4 adjoining advertising intelligence classes Social Media Analytics, Model Intelligence, Viewers Intelligence, and Media Monitoring — reveals a transparent pattern: AI is accelerating time to worth.

Trend line of Time to ROI across brand intelligence, audience intelligence, social media analytics, media monitoring

Supply: Unique G2 information

Our evaluate information throughout 2023, 2024, and 2025 reveals a transparent ROI compression throughout all classes with two standouts: Model Intelligence and Viewers Intelligence.Alanna Iwuh G2 Sr. research analyst on time to ROI across brand intelligence, audience intelligence, social media analytics, media monitoring software

AI is rebranding model as a strategic asset, and model intelligence platforms are enabling this phenomenon. 

Evaluate information from Model Intelligence class reveals a pointy shift: quick ROI, first-time adoption, and excessive satisfaction with area of interest instruments show that model, when powered by AI, is measurable, actionable, and mission-critical.

Prime 5 industries utilizing model intelligence software program:

  • Advertising and promoting
  • Data know-how and providers
  • Retail or eCommerce
  • Client items
  • Media and publishing

Time to ROI is quick, defying model’s ‘smooth’ status

Greater than 55% of reviewers reported seeing clear worth from their model intelligence device inside 6 months, demonstrating a speedy time-to-value, particularly for SMBs and mid-market gamers, and considerably sooner payback intervals even for bigger enterprises.

Model intelligence platforms provide quick, visible, and predictive insights which might be making model efficiency actionable.

  • Small enterprise: < 12 months, with many underneath 6 months
  • Mid-market: 7–24 months
  • Enterprise: 13–36 months, with a couple of by no means reaching full payback

5 G2 Signals On The Strategic Rise Of Brand Intelligence

Supply: Unique G2 information

Reliable, narrative-rich model insights exchange namesake dashboards

G2 critiques reveal that model leaders count on greater than mentions. They need correct, explainable model alerts. If insights aren’t trusted, adoption stalls, and so does model worth.

Prime 3 dislikes primarily based on consumer critiques:

  1. Inconsistent information
  2. UI/UX friction
  3. Gaps in reliability

Patrons are rewarding specialised model instruments that go deep, not simply broad

Specialised instruments earn extra consumer love than the giants on this house. The satan is actually within the particulars. Distributors like YouScan, Audiense, and Synthesio constantly have total satisfaction between 4.7-4.9 star rankings and a 9.4+ likely-to-recommend scores.

Sharper, community-aware, insight-rich instruments focusing on areas like Reddit insights, influencer visuals, and sentiment nuance are successful available in the market.

Prime 3 capabilities of brand name intelligence software program that delight G2 customers:

  1. Visible listening 
  2. Picture and emblem recognition 
  3. AI clustering for sentiment and themes

Model intelligence software program is a development market, not a churn market

Model intelligence isn’t changing one thing — it’s being added as a brand new strategic layer. Solely ~8% of reviewers reported switching from one other platform. Most are first-time patrons, or beforehand relied on handbook or general-purpose instruments.

Ease of use is now a part of model efficiency for software program sellers

G2 critiques recommend some platforms nonetheless battle with onboarding, integrations, or function discoverability.

Autonomy is in, however software program patrons need model intelligence instruments to fulfill them midway with intuitive UX, strong onboarding, and good integrations.

Viewers intelligence: the Robin to model intelligence’s Batman

An AI LLM might gamble in your Google rankings and model visibility, let’s not overlook — individuals construct manufacturers. So why not get to know them?

Whereas model intelligence tells you ways you’re perceived, viewers intelligence reveals you who you’re influencing (and how one can attain extra of them!)

Prime 5 industries utilizing viewers intelligence software program:

  1. Advertising and promoting
  2. Media and publishing
  3. Retail and client items
  4. Know-how and SaaS
  5. Leisure and sports activities

These platforms have gotten central to viewers segmentation, marketing campaign planning, and GTM technique. G2 information reveals satisfaction is tied to AI depth, not scale.

AI depth drives satisfaction, particularly in viewers segmentation

G2 customers reward platforms that floor extra than simply viewers measurement. AI instruments that decode behaviors, affinities, and purchaser intent win on belief and traction.

Platforms with AI-powered clustering, persona enrichment, and predictive behaviors constantly earn 4.6-4.9 star rankings. These embody instruments like SparkToro, Audiense, and Resonance AI.

Search, discovery, and filters are make-or-break options for software program patrons

Fairly pure, proper? You possibly can’t uncover an perception you don’t know exists in your database. In case your device doesn’t allow you to peacefully carry out a search in your dataset, you’re eons away from constructing insights-backed methods.

Opinions present that higher discovery and good filtering are key to turning information into technique. “Search,” “filtering,” and “narrowing” are a few of the most talked about ache factors. Customers need cleaner workflows, particularly when evaluating segments or influencers.

New patrons, new use instances

Viewers intelligence is a net-new layer within the MarTech stack, serving to groups transfer from guesswork to proof. 

Just like model intelligence, most viewers intelligence customers are first-time patrons, not switchers. However their use instances differ from marketing campaign planning to neighborhood constructing to influencer vetting. Here is how advertising leaders are listening to their goal audiences.

To actually grasp the size of this model reawakening, we analyzed G2 information to uncover some alerts.

5 G2 Data Signals proving Brand is back and smarter than ever

Supply: Unique G2 information

AI is the wind beneath model’s new wings

Model is again as a strategic engine, and AI is the gasoline making it measurable, memorable, and market-moving. So, the subsequent time somebody calls model a conceit metric, present them the receipts.

Manufacturers that hear higher, see sharper, and act sooner will win. As a result of right this moment, essentially the most iconic manufacturers aren’t constructed by chance, they’re engineered with intelligence, each mental and emotional.

We get it, AI has its challenges, and we’re all studying as we go. Should you’re battling AI hallucinations, AI search efficiency, or AI governance, every of those reads will assist information you.

Loved this deep-dive evaluation? Subscribe to the G2 Tea publication right this moment for the most popular takes in your inbox.


Edited by Supanna Das



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